Untitled

Data were loaded as follows.

mydata = read.csv("Fraud Instance  Raw Data.xlsx - Raw.csv")  # read csv file 
head(mydata)

##   X. Fraud.Instance Damaged.Item Item.Not.Avaiable Item.Not.In.Stock
## 1  1              0            1                 0                 1
## 2  2              0            0                 0                 1
## 3  3              0            1                 0                 0
## 4  4              1            0                 0                 1
## 5  5              0            1                 0                 0
## 6  6              0            1                 0                 1
##   Product.Care.Plan Claim.Amount Registered.Online Age.Group
## 1                 0         $89                  1        29
## 2                 1        $290                  0        33
## 3                 1         $67                  0        39
## 4                 0        $350                  0        49
## 5                 1        $297                  0        37
## 6                 0         $52                  1        25
##    Marital.Status Owns.a.Vehicle   Accomodation.Type Height..cms.
## 1 In-Relationship              1        Owns a house          155
## 2         Married              1 Staying with Family          178
## 3         Married              1 Staying with Family          156
## 4 In-Relationship              1              Rented          187
## 5 In-Relationship              1 Staying with Family          184
## 6 In-Relationship              1        Owns a house          157

summary(mydata)

##        X.       Fraud.Instance    Damaged.Item    Item.Not.Avaiable
##  Min.   :   1   Min.   :0.0000   Min.   :0.0000   Min.   :0.0000   
##  1st Qu.:1088   1st Qu.:0.0000   1st Qu.:0.0000   1st Qu.:0.0000   
##  Median :2175   Median :0.0000   Median :1.0000   Median :0.0000   
##  Mean   :2175   Mean   :0.3923   Mean   :0.6691   Mean   :0.1398   
##  3rd Qu.:3262   3rd Qu.:1.0000   3rd Qu.:1.0000   3rd Qu.:0.0000   
##  Max.   :4349   Max.   :1.0000   Max.   :1.0000   Max.   :1.0000   
##                                                                    
##  Item.Not.In.Stock Product.Care.Plan  Claim.Amount  Registered.Online
##  Min.   :0.0000    Min.   :0.0000    $250   :  25   Min.   :0.0000   
##  1st Qu.:0.0000    1st Qu.:0.0000    $252   :  23   1st Qu.:0.0000   
##  Median :0.0000    Median :0.0000    $177   :  22   Median :0.0000   
##  Mean   :0.4992    Mean   :0.2996    $246   :  22   Mean   :0.4914   
##  3rd Qu.:1.0000    3rd Qu.:1.0000    $280   :  22   3rd Qu.:1.0000   
##  Max.   :1.0000    Max.   :1.0000    $112   :  21   Max.   :1.0000   
##                                      (Other):4214                    
##    Age.Group            Marital.Status Owns.a.Vehicle  
##  Min.   :18.0   In-Relationship:1408   Min.   :0.0000  
##  1st Qu.:27.0   Married        :1503   1st Qu.:0.0000  
##  Median :36.0   Unmarried,     :1438   Median :0.0000  
##  Mean   :36.4                          Mean   :0.4976  
##  3rd Qu.:46.0                          3rd Qu.:1.0000  
##  Max.   :55.0                          Max.   :1.0000  
##                                                        
##            Accomodation.Type  Height..cms.  
##  Owns a house       :1441    Min.   :150.0  
##  Rented             :1409    1st Qu.:160.0  
##  Staying with Family:1499    Median :170.0  
##                              Mean   :170.3  
##                              3rd Qu.:181.0  
##                              Max.   :190.0  
## 

str(mydata)

## 'data.frame':    4349 obs. of  13 variables:
##  $ X.               : int  1 2 3 4 5 6 7 8 9 10 ...
##  $ Fraud.Instance   : int  0 0 0 1 0 0 1 0 1 1 ...
##  $ Damaged.Item     : int  1 0 1 0 1 1 0 0 1 0 ...
##  $ Item.Not.Avaiable: int  0 0 0 0 0 0 0 1 0 0 ...
##  $ Item.Not.In.Stock: int  1 1 0 1 0 1 0 1 0 0 ...
##  $ Product.Care.Plan: int  0 1 1 0 1 0 1 0 0 1 ...
##  $ Claim.Amount     : Factor w/ 321 levels "$100 ","$101 ",..: 311 191 289 252 198 274 195 230 23 147 ...
##  $ Registered.Online: int  1 0 0 0 0 1 1 1 1 0 ...
##  $ Age.Group        : int  29 33 39 49 37 25 55 34 49 42 ...
##  $ Marital.Status   : Factor w/ 3 levels "In-Relationship",..: 1 2 2 1 1 1 1 2 2 1 ...
##  $ Owns.a.Vehicle   : int  1 1 1 1 1 1 1 1 1 0 ...
##  $ Accomodation.Type: Factor w/ 3 levels "Owns a house",..: 1 3 3 2 3 1 1 2 2 1 ...
##  $ Height..cms.     : int  155 178 156 187 184 157 173 169 185 159 ...

Data pre-processing was done as follows. -removed the first variable with numbers ($X.). -Fraud.Instance variable, which is our dependent variable, was converted to a factor. -Claim.Amount variable was converted to numeric and the $ was removed. -Age.Group variable was converted to numeric. Height..cms. variable was converted to numeric and renamed as Height.

mydata$X. <- NULL
mydata$Fraud.Instance <- as.factor(mydata$Fraud.Instance)
mydata$Claim.Amount= as.numeric(gsub("\\$", "", mydata$Claim.Amount))
mydata$Age.Group = as.numeric(mydata$Age.Group)
mydata$Height..cms. = as.numeric(mydata$Height..cms.)
library(reshape)
mydata <- rename(mydata, c(Age.Group = "Age", Height..cms. = "Height"))
str(mydata)

## 'data.frame':    4349 obs. of  12 variables:
##  $ Fraud.Instance   : Factor w/ 2 levels "0","1": 1 1 1 2 1 1 2 1 2 2 ...
##  $ Damaged.Item     : int  1 0 1 0 1 1 0 0 1 0 ...
##  $ Item.Not.Avaiable: int  0 0 0 0 0 0 0 1 0 0 ...
##  $ Item.Not.In.Stock: int  1 1 0 1 0 1 0 1 0 0 ...
##  $ Product.Care.Plan: int  0 1 1 0 1 0 1 0 0 1 ...
##  $ Claim.Amount     : num  89 290 67 350 297 52 294 329 122 246 ...
##  $ Registered.Online: int  1 0 0 0 0 1 1 1 1 0 ...
##  $ Age              : num  29 33 39 49 37 25 55 34 49 42 ...
##  $ Marital.Status   : Factor w/ 3 levels "In-Relationship",..: 1 2 2 1 1 1 1 2 2 1 ...
##  $ Owns.a.Vehicle   : int  1 1 1 1 1 1 1 1 1 0 ...
##  $ Accomodation.Type: Factor w/ 3 levels "Owns a house",..: 1 3 3 2 3 1 1 2 2 1 ...
##  $ Height           : num  155 178 156 187 184 157 173 169 185 159 ...

Exploratory analyses were next done.

library(ggplot2)
ggplot(data = mydata, mapping = aes(x = Age)) +
geom_histogram(bins = 60, color = "white")

ggplot(data = mydata, mapping = aes(x = Age)) +
geom_histogram(binwidth = 5, color = "white")

ggplot(data = mydata, mapping = aes(x = Height)) +
geom_histogram()

## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

ggplot(data = mydata, aes(x = Claim.Amount)) +
geom_histogram(binwidth = 5, color = "white") +
facet_wrap(~ Marital.Status, nrow = 3)

ggplot(data = mydata, aes(x = Accomodation.Type, y = Claim.Amount)) +
geom_boxplot()

ggplot(data = mydata, mapping = aes(x = Marital.Status)) +
geom_bar()

cor(mydata[ ,c(2:8,10,12)])

##                   Damaged.Item Item.Not.Avaiable Item.Not.In.Stock
## Damaged.Item       1.000000000     -0.3013175685     -0.2752807766
## Item.Not.Avaiable -0.301317568      1.0000000000     -0.0709619404
## Item.Not.In.Stock -0.275280777     -0.0709619404      1.0000000000
## Product.Care.Plan -0.172671871     -0.1710352691     -0.3969963220
## Claim.Amount       0.000973033     -0.0004784801     -0.0247998813
## Registered.Online  0.012797433      0.0122586423     -0.0007176789
## Age                0.029247588     -0.0260667223     -0.0048606547
## Owns.a.Vehicle    -0.024409033      0.0231649144      0.0144785042
## Height            -0.018738835      0.0220267464      0.0250339916
##                   Product.Care.Plan  Claim.Amount Registered.Online
## Damaged.Item           -0.172671871  0.0009730330      0.0127974331
## Item.Not.Avaiable      -0.171035269 -0.0004784801      0.0122586423
## Item.Not.In.Stock      -0.396996322 -0.0247998813     -0.0007176789
## Product.Care.Plan       1.000000000  0.0151649519     -0.0123143896
## Claim.Amount            0.015164952  1.0000000000      0.0122734210
## Registered.Online      -0.012314390  0.0122734210      1.0000000000
## Age                    -0.008802578 -0.0141691303      0.0135089929
## Owns.a.Vehicle         -0.023445587  0.0196487445     -0.0003132607
## Height                  0.002485911  0.0071791595     -0.0067711292
##                            Age Owns.a.Vehicle       Height
## Damaged.Item       0.029247588  -0.0244090327 -0.018738835
## Item.Not.Avaiable -0.026066722   0.0231649144  0.022026746
## Item.Not.In.Stock -0.004860655   0.0144785042  0.025033992
## Product.Care.Plan -0.008802578  -0.0234455874  0.002485911
## Claim.Amount      -0.014169130   0.0196487445  0.007179159
## Registered.Online  0.013508993  -0.0003132607 -0.006771129
## Age                1.000000000  -0.0142052867  0.005743009
## Owns.a.Vehicle    -0.014205287   1.0000000000  0.001706245
## Height             0.005743009   0.0017062453  1.000000000

There are no highly correlated (r>0.8) variables in our dataframe. So, it would not be necessary to exclude any variables due to multicollinearity.

I will prepare the train and test data sets with a 70/30 split.

set.seed(123) 
ind = sample(2, nrow(mydata), replace=TRUE, prob=c(0.7, 0.3))
train = mydata[ind==1,]
test = mydata[ind==2,]
str(test)

## 'data.frame':    1298 obs. of  12 variables:
##  $ Fraud.Instance   : Factor w/ 2 levels "0","1": 1 2 1 1 1 1 1 1 2 2 ...
##  $ Damaged.Item     : int  0 0 1 0 0 0 1 1 0 1 ...
##  $ Item.Not.Avaiable: int  0 0 0 1 1 1 0 0 1 0 ...
##  $ Item.Not.In.Stock: int  1 1 0 1 1 1 1 1 0 0 ...
##  $ Product.Care.Plan: int  1 0 1 0 0 0 0 0 0 0 ...
##  $ Claim.Amount     : num  290 350 297 329 164 95 246 75 291 169 ...
##  $ Registered.Online: int  0 0 0 1 0 0 1 0 0 1 ...
##  $ Age              : num  33 49 37 34 40 21 34 49 41 28 ...
##  $ Marital.Status   : Factor w/ 3 levels "In-Relationship",..: 2 1 1 2 3 3 2 1 2 1 ...
##  $ Owns.a.Vehicle   : int  1 1 1 1 0 0 1 0 0 0 ...
##  $ Accomodation.Type: Factor w/ 3 levels "Owns a house",..: 3 2 3 2 2 3 3 3 3 2 ...
##  $ Height           : num  178 187 184 169 158 190 175 161 182 160 ...

Do we have a balanced outcome variable in each dataframe?

table(train$Fraud.Instance)

## 
##    0    1 
## 1879 1172

table(test$Fraud.Instance)

## 
##   0   1 
## 764 534

It looks ok. Now, the modelling.

full.fit = glm(Fraud.Instance~., family=binomial, data=train)

## Warning: glm.fit: algorithm did not converge

summary(full.fit)

## 
## Call:
## glm(formula = Fraud.Instance ~ ., family = binomial, data = train)
## 
## Deviance Residuals: 
##        Min          1Q      Median          3Q         Max  
## -2.409e-06  -2.409e-06  -2.409e-06   2.409e-06   2.409e-06  
## 
## Coefficients:
##                                        Estimate Std. Error z value
## (Intercept)                           7.970e+01  9.931e+04   0.001
## Damaged.Item                         -5.313e+01  1.681e+04  -0.003
## Item.Not.Avaiable                    -5.313e+01  2.124e+04  -0.003
## Item.Not.In.Stock                    -5.313e+01  1.615e+04  -0.003
## Product.Care.Plan                    -5.313e+01  1.734e+04  -0.003
## Claim.Amount                          1.413e-13  7.062e+01   0.000
## Registered.Online                    -8.735e-12  1.290e+04   0.000
## Age                                  -5.465e-14  5.918e+02   0.000
## Marital.StatusMarried                -2.836e-11  1.575e+04   0.000
## Marital.StatusUnmarried,              8.413e-12  1.597e+04   0.000
## Owns.a.Vehicle                        4.872e-12  1.293e+04   0.000
## Accomodation.TypeRented               1.737e-11  1.602e+04   0.000
## Accomodation.TypeStaying with Family  1.254e-11  1.565e+04   0.000
## Height                                7.348e-13  5.464e+02   0.000
##                                      Pr(>|z|)
## (Intercept)                             0.999
## Damaged.Item                            0.997
## Item.Not.Avaiable                       0.998
## Item.Not.In.Stock                       0.997
## Product.Care.Plan                       0.998
## Claim.Amount                            1.000
## Registered.Online                       1.000
## Age                                     1.000
## Marital.StatusMarried                   1.000
## Marital.StatusUnmarried,                1.000
## Owns.a.Vehicle                          1.000
## Accomodation.TypeRented                 1.000
## Accomodation.TypeStaying with Family    1.000
## Height                                  1.000
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 4.0643e+03  on 3050  degrees of freedom
## Residual deviance: 1.7701e-08  on 3037  degrees of freedom
## AIC: 28
## 
## Number of Fisher Scoring iterations: 25

fit1 = glm(Fraud.Instance ~ Damaged.Item, family=binomial, data=train)
summary(fit1)

## 
## Call:
## glm(formula = Fraud.Instance ~ Damaged.Item, family = binomial, 
##     data = train)
## 
## Deviance Residuals: 
##     Min       1Q   Median       3Q      Max  
## -1.3363  -0.8137  -0.8137   1.0264   1.5914  
## 
## Coefficients:
##              Estimate Std. Error z value Pr(>|z|)    
## (Intercept)   0.36605    0.06396   5.723 1.04e-08 ***
## Damaged.Item -1.30129    0.08070 -16.125  < 2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 4064.3  on 3050  degrees of freedom
## Residual deviance: 3794.6  on 3049  degrees of freedom
## AIC: 3798.6
## 
## Number of Fisher Scoring iterations: 4

fit2 = glm(Fraud.Instance ~ Item.Not.Avaiable, family=binomial, data=train)
summary(fit2)

## 
## Call:
## glm(formula = Fraud.Instance ~ Item.Not.Avaiable, family = binomial, 
##     data = train)
## 
## Deviance Residuals: 
##     Min       1Q   Median       3Q      Max  
## -1.0461  -1.0461  -0.5828   1.3146   1.9270  
## 
## Coefficients:
##                   Estimate Std. Error z value Pr(>|z|)    
## (Intercept)       -0.31689    0.03955  -8.012 1.12e-15 ***
## Item.Not.Avaiable -1.37006    0.13875  -9.874  < 2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 4064.3  on 3050  degrees of freedom
## Residual deviance: 3941.6  on 3049  degrees of freedom
## AIC: 3945.6
## 
## Number of Fisher Scoring iterations: 4

fit3 = glm(Fraud.Instance ~ Item.Not.In.Stock, family=binomial, data=train)
summary(fit3)

## 
## Call:
## glm(formula = Fraud.Instance ~ Item.Not.In.Stock, family = binomial, 
##     data = train)
## 
## Deviance Residuals: 
##    Min      1Q  Median      3Q     Max  
## -1.256  -0.712  -0.712   1.101   1.730  
## 
## Coefficients:
##                   Estimate Std. Error z value Pr(>|z|)    
## (Intercept)        0.18353    0.05153   3.561 0.000369 ***
## Item.Not.In.Stock -1.42667    0.08008 -17.817  < 2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 4064.3  on 3050  degrees of freedom
## Residual deviance: 3722.4  on 3049  degrees of freedom
## AIC: 3726.4
## 
## Number of Fisher Scoring iterations: 4

fit4 = glm(Fraud.Instance ~ Product.Care.Plan, family=binomial, data=train)
summary(fit4)

## 
## Call:
## glm(formula = Fraud.Instance ~ Product.Care.Plan, family = binomial, 
##     data = train)
## 
## Deviance Residuals: 
##     Min       1Q   Median       3Q      Max  
## -1.1171  -1.1171  -0.6705   1.2389   1.7905  
## 
## Coefficients:
##                   Estimate Std. Error z value Pr(>|z|)    
## (Intercept)       -0.14351    0.04353  -3.297 0.000978 ***
## Product.Care.Plan -1.23473    0.09268 -13.322  < 2e-16 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 4064.3  on 3050  degrees of freedom
## Residual deviance: 3863.9  on 3049  degrees of freedom
## AIC: 3867.9
## 
## Number of Fisher Scoring iterations: 4

fit5 = glm(Fraud.Instance ~ Claim.Amount, family=binomial, data=train)
summary(fit5)

## 
## Call:
## glm(formula = Fraud.Instance ~ Claim.Amount, family = binomial, 
##     data = train)
## 
## Deviance Residuals: 
##     Min       1Q   Median       3Q      Max  
## -1.0066  -0.9887  -0.9711   1.3755   1.4088  
## 
## Coefficients:
##                Estimate Std. Error z value Pr(>|z|)    
## (Intercept)  -0.4035515  0.0870564  -4.636 3.56e-06 ***
## Claim.Amount -0.0003539  0.0004074  -0.869    0.385    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 4064.3  on 3050  degrees of freedom
## Residual deviance: 4063.5  on 3049  degrees of freedom
## AIC: 4067.5
## 
## Number of Fisher Scoring iterations: 4

fit6 = glm(Fraud.Instance ~ Registered.Online, family=binomial, data=train)
summary(fit6)

## 
## Call:
## glm(formula = Fraud.Instance ~ Registered.Online, family = binomial, 
##     data = train)
## 
## Deviance Residuals: 
##     Min       1Q   Median       3Q      Max  
## -0.9960  -0.9960  -0.9731   1.3704   1.3965  
## 
## Coefficients:
##                   Estimate Std. Error z value Pr(>|z|)    
## (Intercept)       -0.44302    0.05227  -8.475   <2e-16 ***
## Registered.Online -0.05866    0.07446  -0.788    0.431    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 4064.3  on 3050  degrees of freedom
## Residual deviance: 4063.6  on 3049  degrees of freedom
## AIC: 4067.6
## 
## Number of Fisher Scoring iterations: 4

fit7 = glm(Fraud.Instance ~ Age, family=binomial, data=train)
summary(fit7)

## 
## Call:
## glm(formula = Fraud.Instance ~ Age, family = binomial, data = train)
## 
## Deviance Residuals: 
##     Min       1Q   Median       3Q      Max  
## -0.9915  -0.9860  -0.9801   1.3809   1.3910  
## 
## Coefficients:
##               Estimate Std. Error z value Pr(>|z|)    
## (Intercept) -0.5063675  0.1294454  -3.912 9.16e-05 ***
## Age          0.0009449  0.0034104   0.277    0.782    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 4064.3  on 3050  degrees of freedom
## Residual deviance: 4064.2  on 3049  degrees of freedom
## AIC: 4068.2
## 
## Number of Fisher Scoring iterations: 4

fit8 = glm(Fraud.Instance ~ Marital.Status, family=binomial, data=train)
summary(fit8)

## 
## Call:
## glm(formula = Fraud.Instance ~ Marital.Status, family = binomial, 
##     data = train)
## 
## Deviance Residuals: 
##     Min       1Q   Median       3Q      Max  
## -1.0005  -0.9772  -0.9751   1.3653   1.3942  
## 
## Coefficients:
##                           Estimate Std. Error z value Pr(>|z|)    
## (Intercept)              -0.491002   0.065390  -7.509 5.97e-14 ***
## Marital.StatusMarried     0.059500   0.090728   0.656    0.512    
## Marital.StatusUnmarried, -0.005435   0.092367  -0.059    0.953    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 4064.3  on 3050  degrees of freedom
## Residual deviance: 4063.6  on 3048  degrees of freedom
## AIC: 4069.6
## 
## Number of Fisher Scoring iterations: 4

fit9 = glm(Fraud.Instance ~ Owns.a.Vehicle, family=binomial, data=train)
summary(fit9)

## 
## Call:
## glm(formula = Fraud.Instance ~ Owns.a.Vehicle, family = binomial, 
##     data = train)
## 
## Deviance Residuals: 
##     Min       1Q   Median       3Q      Max  
## -0.9940  -0.9940  -0.9754   1.3727   1.3938  
## 
## Coefficients:
##                Estimate Std. Error z value Pr(>|z|)    
## (Intercept)    -0.49562    0.05254  -9.434   <2e-16 ***
## Owns.a.Vehicle  0.04750    0.07445   0.638    0.523    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 4064.3  on 3050  degrees of freedom
## Residual deviance: 4063.8  on 3049  degrees of freedom
## AIC: 4067.8
## 
## Number of Fisher Scoring iterations: 4

fit10 = glm(Fraud.Instance ~ Accomodation.Type, family=binomial, data=train)
summary(fit10)

## 
## Call:
## glm(formula = Fraud.Instance ~ Accomodation.Type, family = binomial, 
##     data = train)
## 
## Deviance Residuals: 
##     Min       1Q   Median       3Q      Max  
## -1.0000  -0.9816  -0.9708   1.3659   1.3991  
## 
## Coefficients:
##                                      Estimate Std. Error z value Pr(>|z|)
## (Intercept)                          -0.47970    0.06485  -7.397 1.39e-13
## Accomodation.TypeRented              -0.02784    0.09264  -0.301    0.764
## Accomodation.TypeStaying with Family  0.04690    0.09012   0.520    0.603
##                                         
## (Intercept)                          ***
## Accomodation.TypeRented                 
## Accomodation.TypeStaying with Family    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 4064.3  on 3050  degrees of freedom
## Residual deviance: 4063.6  on 3048  degrees of freedom
## AIC: 4069.6
## 
## Number of Fisher Scoring iterations: 4

fit11 = glm(Fraud.Instance ~ Height, family=binomial, data=train)
summary(fit11)

## 
## Call:
## glm(formula = Fraud.Instance ~ Height, family = binomial, data = train)
## 
## Deviance Residuals: 
##     Min       1Q   Median       3Q      Max  
## -1.0179  -0.9899  -0.9639   1.3717   1.4202  
## 
## Coefficients:
##              Estimate Std. Error z value Pr(>|z|)
## (Intercept)  0.239256   0.537795   0.445    0.656
## Height      -0.004178   0.003153  -1.325    0.185
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 4064.3  on 3050  degrees of freedom
## Residual deviance: 4062.5  on 3049  degrees of freedom
## AIC: 4066.5
## 
## Number of Fisher Scoring iterations: 4

Since the model with all 11 predictors did not perform well at all, a stepwise regression was carried out. Univariate binary logistic regression analyses were first done. The four significant covariates that emerged were included in a multiple logistic regression model.

multifit = glm(Fraud.Instance ~ Damaged.Item + Item.Not.Avaiable + Item.Not.In.Stock + Product.Care.Plan, family=binomial, data=train)

## Warning: glm.fit: algorithm did not converge

summary(multifit)

## 
## Call:
## glm(formula = Fraud.Instance ~ Damaged.Item + Item.Not.Avaiable + 
##     Item.Not.In.Stock + Product.Care.Plan, family = binomial, 
##     data = train)
## 
## Deviance Residuals: 
##        Min          1Q      Median          3Q         Max  
## -2.409e-06  -2.409e-06  -2.409e-06   2.409e-06   2.409e-06  
## 
## Coefficients:
##                   Estimate Std. Error z value Pr(>|z|)
## (Intercept)          79.70   22565.18   0.004    0.997
## Damaged.Item        -53.13   16793.54  -0.003    0.997
## Item.Not.Avaiable   -53.13   21215.91  -0.003    0.998
## Item.Not.In.Stock   -53.13   16131.27  -0.003    0.997
## Product.Care.Plan   -53.13   17326.19  -0.003    0.998
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 4.0643e+03  on 3050  degrees of freedom
## Residual deviance: 1.7701e-08  on 3046  degrees of freedom
## AIC: 10
## 
## Number of Fisher Scoring iterations: 25

#All-subset logistic regression using glm() based on AIC
library(glmulti)

## Loading required package: rJava

glmulti.logistic.out <-
    glmulti(Fraud.Instance ~ ., data = mydata,
            level = 1,               # No interaction considered
            method = "h",            # Exhaustive approach
            crit = "aic",            # AIC as criteria
            confsetsize = 5,         # Keep 5 best models
            plotty = F, report = F,  # No plot or interim reports
            fitfunction = "glm",     # glm function
            family = binomial)       # binomial family for logistic regression

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Item.Not.Avaiable!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.In.Stock!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Item.Not.In.Stock!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Product.Care.Plan!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Product.Care.Plan!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Product.Care.Plan!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.In.Stock+ Product.Care.Plan!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock+
## Product.Care.Plan!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Claim.Amount!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Claim.Amount!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Claim.Amount!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Claim.Amount!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Item.Not.In.Stock+ Claim.Amount!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.In.Stock+ Claim.Amount!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Claim.Amount!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Claim.Amount!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Product.Care.Plan+ Claim.Amount!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Product.Care.Plan+ Claim.Amount!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount!
## fitting function failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Registered.Online!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+
## Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.In.Stock+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item+
## Item.Not.In.Stock+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Product.Care.Plan+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item+
## Product.Care.Plan+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Product.Care.Plan
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Claim.Amount+ Registered.Online!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Claim.Amount
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.Avaiable+ Claim.Amount+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.In.Stock+ Claim.Amount+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.In.Stock+ Claim.Amount+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Claim.Amount+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Product.Care.Plan+ Claim.Amount+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item+
## Product.Care.Plan+ Claim.Amount+ Registered.Online!fitting function failed
## to converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Registered.Online!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+
## Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.In.Stock+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item+
## Item.Not.In.Stock+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Product.Care.Plan+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item+
## Product.Care.Plan+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Product.Care.Plan
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Claim.Amount+ Registered.Online!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Claim.Amount
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.Avaiable+ Claim.Amount+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.In.Stock+ Claim.Amount+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.In.Stock+ Claim.Amount+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Claim.Amount+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Product.Care.Plan+ Claim.Amount+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item+
## Product.Care.Plan+ Claim.Amount+ Registered.Online!fitting function failed
## to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Damaged.Item+ Age!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.In.Stock+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.In.Stock+ Age!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Product.Care.Plan+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Product.Care.Plan+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Product.Care.Plan+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.In.Stock+
## Product.Care.Plan+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Age!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Age!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Claim.Amount
## + Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Claim.Amount+ Age!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Claim.Amount+ Age!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.Avaiable+ Claim.Amount+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.In.Stock+ Claim.Amount+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Claim.Amount+ Age!fitting function failed to converge.
## Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Damaged.Item+ Age!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.In.Stock+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.In.Stock+ Age!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Product.Care.Plan+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Product.Care.Plan+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Product.Care.Plan+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.In.Stock+
## Product.Care.Plan+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Age!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Age!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Claim.Amount
## + Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Claim.Amount+ Age!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Claim.Amount+ Age!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.Avaiable+ Claim.Amount+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.In.Stock+ Claim.Amount+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Claim.Amount+ Age!fitting function failed to converge.
## Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Product.Care.Plan+ Claim.Amount+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item+
## Product.Care.Plan+ Claim.Amount+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Registered.Online+ Age!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Registered.Online
## + Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Registered.Online+ Age!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Registered.Online+ Age!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Item.Not.In.Stock+ Registered.Online+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.In.Stock+ Registered.Online+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Registered.Online+ Age!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Registered.Online+ Age!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Product.Care.Plan+
## Registered.Online+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Product.Care.Plan+ Registered.Online+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online+ Age!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Age!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Age!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Claim.Amount+ Registered.Online+ Age!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Claim.Amount+ Registered.Online+ Age!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Claim.Amount
## + Registered.Online+ Age!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+
## Registered.Online+ Age!fitting function failed to converge. Model skipped:
## NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Product.Care.Plan+ Claim.Amount+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item+
## Product.Care.Plan+ Claim.Amount+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Registered.Online+ Age!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Registered.Online
## + Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Registered.Online+ Age!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Registered.Online+ Age!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Item.Not.In.Stock+ Registered.Online+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.In.Stock+ Registered.Online+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Registered.Online+ Age!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Registered.Online+ Age!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Product.Care.Plan+
## Registered.Online+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Product.Care.Plan+ Registered.Online+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online+ Age!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Age!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Age!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Claim.Amount+ Registered.Online+ Age!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Claim.Amount+ Registered.Online+ Age!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Claim.Amount
## + Registered.Online+ Age!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+
## Registered.Online+ Age!fitting function failed to converge. Model skipped:
## NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+
## Registered.Online+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+
## Registered.Online+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+
## Registered.Online+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+
## Claim.Amount+ Registered.Online+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+
## Registered.Online+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Owns.a.Vehicle!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Damaged.Item+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.In.Stock+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Product.Care.Plan+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Damaged.Item+ Product.Care.Plan
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.Avaiable+ Product.Care.Plan+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.In.Stock+ Product.Care.Plan+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Claim.Amount+ Owns.a.Vehicle!fitting function failed to converge. Model
## skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+
## Registered.Online+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+
## Registered.Online+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+
## Registered.Online+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+
## Claim.Amount+ Registered.Online+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+
## Registered.Online+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Owns.a.Vehicle!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Damaged.Item+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.In.Stock+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Product.Care.Plan+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Damaged.Item+ Product.Care.Plan
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.Avaiable+ Product.Care.Plan+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.In.Stock+ Product.Care.Plan+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Claim.Amount+ Owns.a.Vehicle!fitting function failed to converge. Model
## skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Claim.Amount+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Claim.Amount+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Claim.Amount+ Owns.a.Vehicle!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Item.Not.In.Stock+ Claim.Amount+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Owns.a.Vehicle!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Product.Care.Plan
## + Claim.Amount+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Owns.a.Vehicle!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Registered.Online+ Owns.a.Vehicle!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.In.Stock+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.In.Stock+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Product.Care.Plan+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Product.Care.Plan+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Claim.Amount+ Registered.Online+ Owns.a.Vehicle!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Claim.Amount
## + Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Claim.Amount+
## Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Claim.Amount+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.In.Stock+
## Claim.Amount+ Registered.Online+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Product.Care.Plan+ Claim.Amount+
## Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Product.Care.Plan+
## Claim.Amount+ Registered.Online+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.In.Stock+ Age+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Product.Care.Plan+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item+
## Product.Care.Plan+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Product.Care.Plan+ Age+
## Owns.a.Vehicle!fitting function failed to converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Claim.Amount+ Registered.Online+ Owns.a.Vehicle!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Claim.Amount
## + Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Claim.Amount+
## Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Claim.Amount+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.In.Stock+
## Claim.Amount+ Registered.Online+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Product.Care.Plan+ Claim.Amount+
## Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Product.Care.Plan+
## Claim.Amount+ Registered.Online+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.In.Stock+ Age+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Product.Care.Plan+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item+
## Product.Care.Plan+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Product.Care.Plan+ Age+
## Owns.a.Vehicle!fitting function failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Item.Not.In.Stock+ Product.Care.Plan+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+
## Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Claim.Amount+ Age+ Owns.a.Vehicle!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Claim.Amount+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Claim.Amount+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.In.Stock+ Claim.Amount+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Product.Care.Plan+ Claim.Amount+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Product.Care.Plan+ Claim.Amount+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+
## Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Item.Not.In.Stock+ Registered.Online+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock+ Registered.Online+
## Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Item.Not.In.Stock+ Product.Care.Plan+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+
## Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Claim.Amount+ Age+ Owns.a.Vehicle!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Claim.Amount+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Claim.Amount+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.In.Stock+ Claim.Amount+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Product.Care.Plan+ Claim.Amount+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Product.Care.Plan+ Claim.Amount+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+
## Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Item.Not.In.Stock+ Registered.Online+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock+ Registered.Online+
## Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level =
## 1, method = "h", : !fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Product.Care.Plan+ Registered.Online+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Product.Care.Plan+ Registered.Online+
## Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock+
## Product.Care.Plan+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Age+ Owns.a.Vehicle!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item+
## Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.Avaiable+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.In.Stock+ Height!fitting function failed to
## converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level =
## 1, method = "h", : !fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Product.Care.Plan+ Registered.Online+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Product.Care.Plan+ Registered.Online+
## Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock+
## Product.Care.Plan+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Age+ Owns.a.Vehicle!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item+
## Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.Avaiable+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.In.Stock+ Height!fitting function failed to
## converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Product.Care.Plan+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Product.Care.Plan+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Product.Care.Plan+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.In.Stock
## + Product.Care.Plan+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Claim.Amount+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Claim.Amount+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Claim.Amount+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.In.Stock+
## Claim.Amount+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Height!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Product.Care.Plan+
## Claim.Amount+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Product.Care.Plan+ Claim.Amount+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Height!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item+
## Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+
## Claim.Amount+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Registered.Online+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Registered.Online+
## Height!fitting function failed to converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Product.Care.Plan+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Product.Care.Plan+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Product.Care.Plan+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.In.Stock
## + Product.Care.Plan+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Claim.Amount+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Claim.Amount+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Claim.Amount+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.In.Stock+
## Claim.Amount+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Height!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Product.Care.Plan+
## Claim.Amount+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Product.Care.Plan+ Claim.Amount+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Height!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item+
## Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+
## Claim.Amount+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Registered.Online+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Registered.Online+
## Height!fitting function failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.Avaiable+ Registered.Online+ Height!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.Avaiable+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.In.Stock
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Product.Care.Plan
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Damaged.Item+ Product.Care.Plan
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Product.Care.Plan
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Registered.Online+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Item.Not.In.Stock+
## Product.Care.Plan+ Registered.Online+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Claim.Amount+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Claim.Amount+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Claim.Amount+ Registered.Online+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Claim.Amount+ Registered.Online+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Item.Not.In.Stock+ Claim.Amount
## + Registered.Online+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock+ Claim.Amount
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online+
## Height!fitting function failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Height!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Age+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Age+ Height!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.Avaiable+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.In.Stock+ Age+ Height!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.In.Stock+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Product.Care.Plan+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Product.Care.Plan+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Product.Care.Plan
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.In.Stock+ Product.Care.Plan+ Age+ Height!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Claim.Amount+ Age+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Damaged.Item+ Claim.Amount+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Claim.Amount+ Age+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Claim.Amount+ Age+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Item.Not.In.Stock+ Claim.Amount+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Claim.Amount+ Age+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Claim.Amount+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Product.Care.Plan
## + Claim.Amount+ Age+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Damaged.Item+ Product.Care.Plan+ Claim.Amount
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Age+ Height!fitting function failed to converge. Model
## skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Height!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Age+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Age+ Height!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.Avaiable+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.In.Stock+ Age+ Height!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.In.Stock+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Product.Care.Plan+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Product.Care.Plan+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Product.Care.Plan
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.In.Stock+ Product.Care.Plan+ Age+ Height!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Claim.Amount+ Age+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Damaged.Item+ Claim.Amount+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Claim.Amount+ Age+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Claim.Amount+ Age+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Item.Not.In.Stock+ Claim.Amount+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Claim.Amount+ Age+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Claim.Amount+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Product.Care.Plan
## + Claim.Amount+ Age+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Damaged.Item+ Product.Care.Plan+ Claim.Amount
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Age+ Height!fitting function failed to converge. Model
## skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Age+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Damaged.Item+ Registered.Online
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.Avaiable+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.In.Stock+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.In.Stock+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Product.Care.Plan+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Product.Care.Plan+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Product.Care.Plan+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Claim.Amount+ Registered.Online+ Age+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Claim.Amount
## + Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Claim.Amount+
## Registered.Online+ Age+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Claim.Amount
## + Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.In.Stock+ Claim.Amount+
## Registered.Online+ Age+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock+ Claim.Amount
## + Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Age+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Height!fitting
## function failed to converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Age+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Damaged.Item+ Registered.Online
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.Avaiable+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.In.Stock+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.In.Stock+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Product.Care.Plan+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Product.Care.Plan+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Product.Care.Plan+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Claim.Amount+ Registered.Online+ Age+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Claim.Amount
## + Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Claim.Amount+
## Registered.Online+ Age+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Claim.Amount
## + Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.In.Stock+ Claim.Amount+
## Registered.Online+ Age+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock+ Claim.Amount
## + Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Age+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Height!fitting
## function failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.In.Stock+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Product.Care.Plan+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Product.Care.Plan+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Product.Care.Plan+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Item.Not.In.Stock
## + Product.Care.Plan+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Claim.Amount+ Owns.a.Vehicle+ Height!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Claim.Amount+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Claim.Amount
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.In.Stock+ Claim.Amount+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.In.Stock+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Product.Care.Plan+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Product.Care.Plan+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Product.Care.Plan+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Item.Not.In.Stock
## + Product.Care.Plan+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Claim.Amount+ Owns.a.Vehicle+ Height!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Claim.Amount+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Claim.Amount
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.In.Stock+ Claim.Amount+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Product.Care.Plan+ Claim.Amount
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Damaged.Item+ Product.Care.Plan+ Claim.Amount+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+
## Claim.Amount+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+
## Claim.Amount+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Registered.Online+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Item.Not.In.Stock
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Product.Care.Plan+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Product.Care.Plan+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Owns.a.Vehicle+ Height!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Product.Care.Plan+ Claim.Amount
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Damaged.Item+ Product.Care.Plan+ Claim.Amount+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+
## Claim.Amount+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+
## Claim.Amount+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Registered.Online+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Item.Not.In.Stock
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Product.Care.Plan+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Product.Care.Plan+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Owns.a.Vehicle+ Height!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Claim.Amount
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Item.Not.In.Stock+
## Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item+
## Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Product.Care.Plan+
## Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+
## Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+
## Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Damaged.Item+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Item.Not.In.Stock+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.In.Stock+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Age+ Owns.a.Vehicle+ Height!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Product.Care.Plan+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Product.Care.Plan
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Product.Care.Plan+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Item.Not.In.Stock+ Product.Care.Plan+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Age+ Owns.a.Vehicle+ Height!fitting
## function failed to converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Claim.Amount
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Item.Not.In.Stock+
## Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item+
## Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Product.Care.Plan+
## Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+
## Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+
## Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Damaged.Item+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Item.Not.In.Stock+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.In.Stock+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Age+ Owns.a.Vehicle+ Height!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Product.Care.Plan+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Product.Care.Plan
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Product.Care.Plan+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Item.Not.In.Stock+ Product.Care.Plan+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Age+ Owns.a.Vehicle+ Height!fitting
## function failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Claim.Amount+ Age+ Owns.a.Vehicle+ Height!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Claim.Amount+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Claim.Amount
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Claim.Amount
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.In.Stock+ Claim.Amount+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Product.Care.Plan+ Claim.Amount
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Damaged.Item+ Product.Care.Plan
## + Claim.Amount+ Age+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Product.Care.Plan+ Claim.Amount+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Registered.Online+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Item.Not.In.Stock+ Registered.Online+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Product.Care.Plan+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Product.Care.Plan+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.In.Stock+
## Product.Care.Plan+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting
## function failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.Avaiable+ Claim.Amount+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item+
## Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+
## Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.Avaiable!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.In.Stock!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable
## + Item.Not.In.Stock!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Product.Care.Plan!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+
## Product.Care.Plan!fitting function failed to converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.Avaiable+ Claim.Amount+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Damaged.Item+ Item.Not.Avaiable+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Damaged.Item+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item+
## Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+
## Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.Avaiable!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.In.Stock!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable
## + Item.Not.In.Stock!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Product.Care.Plan!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+
## Product.Care.Plan!fitting function failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Product.Care.Plan!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.In.Stock+ Product.Care.Plan!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Claim.Amount!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Claim.Amount!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Claim.Amount!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.Avaiable+ Claim.Amount!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock
## + Claim.Amount!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.In.Stock
## + Claim.Amount!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Claim.Amount!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Product.Care.Plan
## + Claim.Amount!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Product.Care.Plan
## + Claim.Amount!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Claim.Amount!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Registered.Online!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.In.Stock+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.In.Stock+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online!fitting function
## failed to converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Product.Care.Plan!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.In.Stock+ Product.Care.Plan!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Claim.Amount!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Claim.Amount!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Claim.Amount!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.Avaiable+ Claim.Amount!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock
## + Claim.Amount!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.In.Stock
## + Claim.Amount!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Claim.Amount!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Product.Care.Plan
## + Claim.Amount!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Product.Care.Plan
## + Claim.Amount!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Claim.Amount!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Registered.Online!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.In.Stock+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.In.Stock+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online!fitting function
## failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Product.Care.Plan
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Product.Care.Plan
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Product.Care.Plan
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable+
## Product.Care.Plan+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Claim.Amount
## + Registered.Online!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Claim.Amount
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Claim.Amount
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Claim.Amount+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock+
## Claim.Amount+ Registered.Online!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Claim.Amount+ Registered.Online!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Product.Care.Plan+ Claim.Amount+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Product.Care.Plan+ Claim.Amount+
## Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Product.Care.Plan+
## Claim.Amount+ Registered.Online!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Claim.Amount+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Age!fitting function
## failed to converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Product.Care.Plan
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Product.Care.Plan
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Product.Care.Plan
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable+
## Product.Care.Plan+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Claim.Amount
## + Registered.Online!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Claim.Amount
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Claim.Amount
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Claim.Amount+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock+
## Claim.Amount+ Registered.Online!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Claim.Amount+ Registered.Online!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Product.Care.Plan+ Claim.Amount+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Product.Care.Plan+ Claim.Amount+
## Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Product.Care.Plan+
## Claim.Amount+ Registered.Online!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Claim.Amount+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Age!fitting function
## failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Damaged.Item+ Item.Not.In.Stock+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Age!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Product.Care.Plan+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Damaged.Item+ Product.Care.Plan+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable
## + Product.Care.Plan+ Age!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable+
## Product.Care.Plan+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock+ Product.Care.Plan+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Claim.Amount+ Age!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Claim.Amount+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Claim.Amount+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.In.Stock+ Claim.Amount+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Product.Care.Plan+ Claim.Amount+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Product.Care.Plan+ Claim.Amount+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Age!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Registered.Online+ Age!fitting function failed to converge.
## Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Damaged.Item+ Item.Not.In.Stock+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Age!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Product.Care.Plan+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Damaged.Item+ Product.Care.Plan+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable
## + Product.Care.Plan+ Age!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable+
## Product.Care.Plan+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock+ Product.Care.Plan+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Claim.Amount+ Age!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Claim.Amount+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Claim.Amount+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.In.Stock+ Claim.Amount+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Product.Care.Plan+ Claim.Amount+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Product.Care.Plan+ Claim.Amount+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Age!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Registered.Online+ Age!fitting function failed to converge.
## Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Registered.Online+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Registered.Online+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Damaged.Item+ Item.Not.Avaiable+ Registered.Online+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.In.Stock+ Registered.Online+ Age!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.In.Stock+ Registered.Online+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Registered.Online+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Product.Care.Plan+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Product.Care.Plan+ Registered.Online+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+
## Registered.Online+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Age!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Age!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Age!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Claim.Amount
## + Registered.Online+ Age!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Claim.Amount
## + Registered.Online+ Age!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Claim.Amount
## + Registered.Online+ Age!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Claim.Amount+ Registered.Online+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Age!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Claim.Amount+ Registered.Online+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+
## Claim.Amount+ Registered.Online+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+
## Registered.Online+ Age!fitting function failed to converge. Model skipped:
## NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.In.Stock+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.In.Stock+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Product.Care.Plan+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Product.Care.Plan+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.Avaiable+ Product.Care.Plan+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.In.Stock+ Product.Care.Plan+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Claim.Amount+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Claim.Amount+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+
## Claim.Amount+ Owns.a.Vehicle!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Claim.Amount+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock+
## Claim.Amount+ Owns.a.Vehicle!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.In.Stock
## + Claim.Amount+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Claim.Amount+ Owns.a.Vehicle!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Product.Care.Plan+ Claim.Amount
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Owns.a.Vehicle!fitting function failed to converge. Model
## skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.In.Stock+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.In.Stock+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Product.Care.Plan+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Product.Care.Plan+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.Avaiable+ Product.Care.Plan+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.In.Stock+ Product.Care.Plan+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Claim.Amount+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Claim.Amount+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+
## Claim.Amount+ Owns.a.Vehicle!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Claim.Amount+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock+
## Claim.Amount+ Owns.a.Vehicle!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.In.Stock
## + Claim.Amount+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Claim.Amount+ Owns.a.Vehicle!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Product.Care.Plan+ Claim.Amount
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Owns.a.Vehicle!fitting function failed to converge. Model
## skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Registered.Online+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable
## + Registered.Online+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.Avaiable+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.In.Stock+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.In.Stock+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Product.Care.Plan+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Product.Care.Plan+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+
## Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Claim.Amount+ Registered.Online+ Owns.a.Vehicle!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Claim.Amount+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.Avaiable+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+
## Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Owns.a.Vehicle!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online+
## Owns.a.Vehicle!fitting function failed to converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Registered.Online+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable
## + Registered.Online+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.Avaiable+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.In.Stock+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.In.Stock+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Product.Care.Plan+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Product.Care.Plan+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+
## Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Claim.Amount+ Registered.Online+ Owns.a.Vehicle!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Claim.Amount+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.Avaiable+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+
## Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Owns.a.Vehicle!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online+
## Owns.a.Vehicle!fitting function failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+
## Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.In.Stock+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Product.Care.Plan+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Product.Care.Plan+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Product.Care.Plan+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock+ Product.Care.Plan
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.In.Stock+
## Product.Care.Plan+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Product.Care.Plan+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Claim.Amount+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Claim.Amount+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Claim.Amount+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock+ Claim.Amount+ Age+
## Owns.a.Vehicle!fitting function failed to converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+
## Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.In.Stock+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Product.Care.Plan+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Product.Care.Plan+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Product.Care.Plan+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock+ Product.Care.Plan
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.In.Stock+
## Product.Care.Plan+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Product.Care.Plan+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Claim.Amount+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Claim.Amount+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Claim.Amount+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock+ Claim.Amount+ Age+
## Owns.a.Vehicle!fitting function failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.In.Stock+
## Claim.Amount+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Claim.Amount+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Product.Care.Plan+ Claim.Amount+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Product.Care.Plan+
## Claim.Amount+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable
## + Product.Care.Plan+ Claim.Amount+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Age+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Age+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Registered.Online+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Registered.Online+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Registered.Online+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Registered.Online+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.In.Stock+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Product.Care.Plan+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Product.Care.Plan+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+
## Product.Care.Plan+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Claim.Amount+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.In.Stock+
## Claim.Amount+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Claim.Amount+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Product.Care.Plan+ Claim.Amount+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Product.Care.Plan+
## Claim.Amount+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable
## + Product.Care.Plan+ Claim.Amount+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Age+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Age+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Registered.Online+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Registered.Online+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Registered.Online+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Registered.Online+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.In.Stock+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Product.Care.Plan+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Product.Care.Plan+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+
## Product.Care.Plan+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Claim.Amount+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.Avaiable+ Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.Avaiable+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.In.Stock+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Product.Care.Plan+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Product.Care.Plan+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable
## + Product.Care.Plan+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock
## + Product.Care.Plan+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Product.Care.Plan+ Height!fitting function failed to
## converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Claim.Amount+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Claim.Amount+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Claim.Amount+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.In.Stock+ Claim.Amount+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.In.Stock+ Claim.Amount+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Product.Care.Plan+ Claim.Amount+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Product.Care.Plan+ Claim.Amount+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+
## Claim.Amount+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Item.Not.Avaiable+ Registered.Online+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.Avaiable+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Item.Not.In.Stock+ Registered.Online+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.In.Stock+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Product.Care.Plan
## + Registered.Online+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Product.Care.Plan
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+
## Product.Care.Plan+ Registered.Online+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online+ Height!fitting
## function failed to converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Claim.Amount+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Claim.Amount+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Claim.Amount+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.In.Stock+ Claim.Amount+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.In.Stock+ Claim.Amount+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Product.Care.Plan+ Claim.Amount+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Product.Care.Plan+ Claim.Amount+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+
## Claim.Amount+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Item.Not.Avaiable+ Registered.Online+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.Avaiable+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Item.Not.In.Stock+ Registered.Online+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.In.Stock+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Product.Care.Plan
## + Registered.Online+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Product.Care.Plan
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+
## Product.Care.Plan+ Registered.Online+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online+ Height!fitting
## function failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Claim.Amount+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Claim.Amount+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Item.Not.Avaiable+ Claim.Amount+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.In.Stock+ Claim.Amount
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Age+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.In.Stock+ Age+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.In.Stock+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Age+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Age+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Product.Care.Plan+ Age+ Height!
## fitting function failed to converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Claim.Amount+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Claim.Amount+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Item.Not.Avaiable+ Claim.Amount+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.In.Stock+ Claim.Amount
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Age+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.In.Stock+ Age+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.In.Stock+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Age+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Age+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Product.Care.Plan+ Age+ Height!
## fitting function failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Product.Care.Plan
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Product.Care.Plan
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock
## + Product.Care.Plan+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Age+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Claim.Amount+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Claim.Amount+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Item.Not.Avaiable+ Claim.Amount+ Age+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.Avaiable+ Claim.Amount+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Item.Not.In.Stock+ Claim.Amount+ Age+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.In.Stock+ Claim.Amount+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Age+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Product.Care.Plan+ Claim.Amount
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Product.Care.Plan
## + Claim.Amount+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+
## Product.Care.Plan+ Claim.Amount+ Age+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Registered.Online+ Age+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+
## Registered.Online+ Age+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock+
## Registered.Online+ Age+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.In.Stock
## + Registered.Online+ Age+ Height!fitting function failed to converge. Model
## skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Product.Care.Plan
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Product.Care.Plan
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock
## + Product.Care.Plan+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Age+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Claim.Amount+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Claim.Amount+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Item.Not.Avaiable+ Claim.Amount+ Age+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.Avaiable+ Claim.Amount+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Item.Not.In.Stock+ Claim.Amount+ Age+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.In.Stock+ Claim.Amount+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Age+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Product.Care.Plan+ Claim.Amount
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Product.Care.Plan
## + Claim.Amount+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+
## Product.Care.Plan+ Claim.Amount+ Age+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Registered.Online+ Age+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+
## Registered.Online+ Age+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock+
## Registered.Online+ Age+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.In.Stock
## + Registered.Online+ Age+ Height!fitting function failed to converge. Model
## skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Registered.Online+ Age+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Product.Care.Plan+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Product.Care.Plan+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Claim.Amount+ Registered.Online+ Age+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Claim.Amount+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.Avaiable+ Claim.Amount+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Claim.Amount
## + Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount
## + Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Product.Care.Plan+
## Claim.Amount+ Registered.Online+ Age+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+
## Registered.Online+ Age+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+
## Registered.Online+ Age+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.Avaiable+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Registered.Online+ Age+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Product.Care.Plan+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Product.Care.Plan+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Claim.Amount+ Registered.Online+ Age+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Claim.Amount+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.Avaiable+ Claim.Amount+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Claim.Amount
## + Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount
## + Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Product.Care.Plan+
## Claim.Amount+ Registered.Online+ Age+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+
## Registered.Online+ Age+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+
## Registered.Online+ Age+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.Avaiable+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.In.Stock
## + Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Product.Care.Plan+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Damaged.Item+ Product.Care.Plan+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.Avaiable+ Product.Care.Plan+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock
## + Product.Care.Plan+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Claim.Amount+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Claim.Amount+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Item.Not.Avaiable+ Claim.Amount+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.In.Stock+ Claim.Amount+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Product.Care.Plan+ Claim.Amount+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+
## Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.In.Stock
## + Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Product.Care.Plan+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Damaged.Item+ Product.Care.Plan+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.Avaiable+ Product.Care.Plan+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock
## + Product.Care.Plan+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Claim.Amount+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Claim.Amount+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Item.Not.Avaiable+ Claim.Amount+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.In.Stock+ Claim.Amount+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Product.Care.Plan+ Claim.Amount+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+
## Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Registered.Online+ Owns.a.Vehicle
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Registered.Online
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.In.Stock+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.In.Stock+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online
## + Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Product.Care.Plan
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Product.Care.Plan+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Claim.Amount
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Damaged.Item+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.In.Stock+
## Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Age
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Age
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.In.Stock+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Product.Care.Plan+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Product.Care.Plan+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.Avaiable+ Product.Care.Plan+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock+
## Product.Care.Plan+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Claim.Amount+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Damaged.Item+ Claim.Amount+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.Avaiable+ Claim.Amount+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Claim.Amount
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock
## + Claim.Amount+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.In.Stock+ Claim.Amount+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Age
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Claim.Amount+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Product.Care.Plan+ Claim.Amount+ Age+ Owns.a.Vehicle
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Product.Care.Plan
## + Claim.Amount+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Age
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Age
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.In.Stock+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Product.Care.Plan+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Product.Care.Plan+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.Avaiable+ Product.Care.Plan+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock+
## Product.Care.Plan+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Claim.Amount+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Damaged.Item+ Claim.Amount+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.Avaiable+ Claim.Amount+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Claim.Amount
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock
## + Claim.Amount+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.In.Stock+ Claim.Amount+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Age
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Claim.Amount+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Product.Care.Plan+ Claim.Amount+ Age+ Owns.a.Vehicle
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Product.Care.Plan
## + Claim.Amount+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Age+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Registered.Online+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Registered.Online+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.In.Stock+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.In.Stock+ Registered.Online+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Product.Care.Plan+
## Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Product.Care.Plan+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Damaged.Item+ Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Claim.Amount+ Registered.Online+ Age
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Age
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+
## Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Age+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Registered.Online+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Registered.Online+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Item.Not.In.Stock+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.In.Stock+ Registered.Online+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Product.Care.Plan+
## Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Product.Care.Plan+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Damaged.Item+ Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Claim.Amount+ Registered.Online+ Age
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Age
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+
## Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+
## Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Accomodation.Type!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.In.Stock!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Product.Care.Plan!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable
## + Product.Care.Plan!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Claim.Amount!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Claim.Amount!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable
## + Claim.Amount!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+
## Claim.Amount!fitting function failed to converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Damaged.Item+ Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+
## Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Accomodation.Type!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.In.Stock!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Product.Care.Plan!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable
## + Product.Care.Plan!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Claim.Amount!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Claim.Amount!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable
## + Claim.Amount!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+
## Claim.Amount!fitting function failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+ Claim.Amount!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Claim.Amount!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan+ Claim.Amount!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Product.Care.Plan+ Claim.Amount!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Product.Care.Plan+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+
## Product.Care.Plan+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Claim.Amount+ Registered.Online!
## fitting function failed to converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+ Claim.Amount!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Claim.Amount!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan+ Claim.Amount!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Product.Care.Plan+ Claim.Amount!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Product.Care.Plan+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+
## Product.Care.Plan+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Claim.Amount+ Registered.Online!
## fitting function failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Claim.Amount+
## Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Claim.Amount
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Claim.Amount+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.In.Stock+ Claim.Amount+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan
## + Claim.Amount+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Product.Care.Plan+ Claim.Amount+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Age!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Item.Not.In.Stock+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Product.Care.Plan+ Age!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Product.Care.Plan+ Age!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+
## Product.Care.Plan+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+
## Product.Care.Plan+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan
## + Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Age!
## fitting function failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Age!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Claim.Amount
## + Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Claim.Amount+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Item.Not.Avaiable+ Claim.Amount+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable+ Claim.Amount+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock
## + Claim.Amount+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock
## + Claim.Amount+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Claim.Amount+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan
## + Claim.Amount+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Product.Care.Plan
## + Claim.Amount+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+
## Product.Care.Plan+ Claim.Amount+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Age!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Registered.Online+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Registered.Online+ Age!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Damaged.Item+ Item.Not.Avaiable+ Registered.Online+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.In.Stock+ Registered.Online+ Age!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Damaged.Item+ Item.Not.In.Stock+ Registered.Online+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Registered.Online+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan+ Registered.Online
## + Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Product.Care.Plan+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Age!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Claim.Amount
## + Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Claim.Amount+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Item.Not.Avaiable+ Claim.Amount+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable+ Claim.Amount+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock
## + Claim.Amount+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock
## + Claim.Amount+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Claim.Amount+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan
## + Claim.Amount+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Product.Care.Plan
## + Claim.Amount+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+
## Product.Care.Plan+ Claim.Amount+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Age!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Registered.Online+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Registered.Online+ Age!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Damaged.Item+ Item.Not.Avaiable+ Registered.Online+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.In.Stock+ Registered.Online+ Age!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Damaged.Item+ Item.Not.In.Stock+ Registered.Online+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Registered.Online+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan+ Registered.Online
## + Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Product.Care.Plan+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Registered.Online+ Age!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+
## Registered.Online+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Age!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Claim.Amount+ Registered.Online+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Claim.Amount+ Registered.Online+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Item.Not.Avaiable+ Claim.Amount+ Registered.Online+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+ Registered.Online+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+
## Registered.Online+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Age!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Product.Care.Plan+ Claim.Amount+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Product.Care.Plan+ Claim.Amount+
## Registered.Online+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+
## Registered.Online+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+
## Registered.Online+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.In.Stock+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.In.Stock+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Owns.a.Vehicle!fitting
## function failed to converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Registered.Online+ Age!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+
## Registered.Online+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Age!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Claim.Amount+ Registered.Online+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Claim.Amount+ Registered.Online+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Item.Not.Avaiable+ Claim.Amount+ Registered.Online+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+ Registered.Online+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+
## Registered.Online+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Age!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Product.Care.Plan+ Claim.Amount+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Product.Care.Plan+ Claim.Amount+
## Registered.Online+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+
## Registered.Online+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+
## Registered.Online+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.In.Stock+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.In.Stock+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Owns.a.Vehicle!fitting
## function failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Product.Care.Plan+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Claim.Amount+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Claim.Amount+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Claim.Amount+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Claim.Amount
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+ Claim.Amount
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock
## + Claim.Amount+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Claim.Amount+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan+ Claim.Amount
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Product.Care.Plan
## + Claim.Amount+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+
## Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.In.Stock+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Product.Care.Plan+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Claim.Amount+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Claim.Amount+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Claim.Amount+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Claim.Amount
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+ Claim.Amount
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock
## + Claim.Amount+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Claim.Amount+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan+ Claim.Amount
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Product.Care.Plan
## + Claim.Amount+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+
## Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.In.Stock+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock
## + Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Product.Care.Plan
## + Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable
## + Product.Care.Plan+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+
## Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Claim.Amount+
## Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+
## Claim.Amount+ Registered.Online+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+
## Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Age+
## Owns.a.Vehicle!fitting function failed to converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock
## + Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Product.Care.Plan
## + Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable
## + Product.Care.Plan+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+
## Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Claim.Amount+
## Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+
## Claim.Amount+ Registered.Online+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+
## Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Age+
## Owns.a.Vehicle!fitting function failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level =
## 1, method = "h", : !fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+
## Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Product.Care.Plan+
## Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Age+ Owns.a.Vehicle!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Item.Not.In.Stock+ Product.Care.Plan+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Product.Care.Plan+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Claim.Amount+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+
## Claim.Amount+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable
## + Claim.Amount+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable+ Claim.Amount+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.In.Stock+ Claim.Amount+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Claim.Amount+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Product.Care.Plan+ Claim.Amount+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Product.Care.Plan+ Claim.Amount+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Claim.Amount+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Registered.Online+ Age+ Owns.a.Vehicle!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Product.Care.Plan+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+
## Product.Care.Plan+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+
## Product.Care.Plan+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Item.Not.Avaiable+ Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Registered.Online+ Age+ Owns.a.Vehicle!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Product.Care.Plan+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+
## Product.Care.Plan+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+
## Product.Care.Plan+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Item.Not.Avaiable+ Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Accomodation.Type+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.In.Stock+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.In.Stock+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Product.Care.Plan+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Product.Care.Plan+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable
## + Product.Care.Plan+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Product.Care.Plan+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Item.Not.In.Stock+ Product.Care.Plan+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Accomodation.Type+ Claim.Amount+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Claim.Amount+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Claim.Amount+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.In.Stock+ Claim.Amount+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Product.Care.Plan+ Claim.Amount+ Height!fitting function
## failed to converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Accomodation.Type+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.In.Stock+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.In.Stock+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Product.Care.Plan+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Product.Care.Plan+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable
## + Product.Care.Plan+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Product.Care.Plan+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Item.Not.In.Stock+ Product.Care.Plan+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Accomodation.Type+ Claim.Amount+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Claim.Amount+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Claim.Amount+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.In.Stock+ Claim.Amount+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Product.Care.Plan+ Claim.Amount+ Height!fitting function
## failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Product.Care.Plan+
## Claim.Amount+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Claim.Amount+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+
## Claim.Amount+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Accomodation.Type+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Registered.Online+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Registered.Online+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Item.Not.In.Stock+ Registered.Online+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.In.Stock+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Product.Care.Plan+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Claim.Amount
## + Registered.Online+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Claim.Amount
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable
## + Claim.Amount+ Registered.Online+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable+ Claim.Amount+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Product.Care.Plan+
## Claim.Amount+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Claim.Amount+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+
## Claim.Amount+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Accomodation.Type+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Registered.Online+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Registered.Online+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Item.Not.In.Stock+ Registered.Online+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.In.Stock+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Product.Care.Plan+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Claim.Amount
## + Registered.Online+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Claim.Amount
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable
## + Claim.Amount+ Registered.Online+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable+ Claim.Amount+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Accomodation.Type+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Product.Care.Plan+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Claim.Amount+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Claim.Amount+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Claim.Amount+ Age+ Height!fitting function failed to
## converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Accomodation.Type+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Product.Care.Plan+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Claim.Amount+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Claim.Amount+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Claim.Amount+ Age+ Height!fitting function failed to
## converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Claim.Amount+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock
## + Claim.Amount+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.In.Stock+ Claim.Amount+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan
## + Claim.Amount+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Product.Care.Plan+ Claim.Amount+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Age+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Registered.Online
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+ Registered.Online
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock
## + Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan+ Registered.Online
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Product.Care.Plan
## + Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable
## + Product.Care.Plan+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+
## Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+
## Age+ Height!fitting function failed to converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Claim.Amount+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock
## + Claim.Amount+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.In.Stock+ Claim.Amount+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan
## + Claim.Amount+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Product.Care.Plan+ Claim.Amount+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Age+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Registered.Online
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+ Registered.Online
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock
## + Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan+ Registered.Online
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Product.Care.Plan
## + Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable
## + Product.Care.Plan+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+
## Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+
## Age+ Height!fitting function failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Claim.Amount+ Registered.Online
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Claim.Amount
## + Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable
## + Claim.Amount+ Registered.Online+ Age+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Claim.Amount+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Age+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+
## Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Product.Care.Plan+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Damaged.Item+ Product.Care.Plan+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Product.Care.Plan+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Owns.a.Vehicle
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Claim.Amount+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Claim.Amount+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Item.Not.Avaiable+ Claim.Amount+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.In.Stock+ Claim.Amount+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Claim.Amount
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Claim.Amount+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan+ Claim.Amount+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Product.Care.Plan+
## Claim.Amount+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+
## Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+
## Claim.Amount+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.In.Stock+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Product.Care.Plan
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Owns.a.Vehicle
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Claim.Amount+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Claim.Amount+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Item.Not.Avaiable+ Claim.Amount+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.In.Stock+ Claim.Amount+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Claim.Amount
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Claim.Amount+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan+ Claim.Amount+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Product.Care.Plan+
## Claim.Amount+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+
## Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+
## Claim.Amount+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.In.Stock+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Product.Care.Plan
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Claim.Amount+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Claim.Amount
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+
## Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Product.Care.Plan+ Claim.Amount+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Product.Care.Plan+
## Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Claim.Amount+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Claim.Amount
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+
## Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Product.Care.Plan+ Claim.Amount+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Product.Care.Plan+
## Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Product.Care.Plan+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Product.Care.Plan+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Product.Care.Plan+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock
## + Product.Care.Plan+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Age+ Owns.a.Vehicle
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Claim.Amount+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Claim.Amount+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Claim.Amount+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Claim.Amount+ Age+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.In.Stock+ Claim.Amount+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Age+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan
## + Claim.Amount+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Product.Care.Plan+ Claim.Amount+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Claim.Amount+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Accomodation.Type+ Registered.Online+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+
## Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting
## function failed to converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Product.Care.Plan+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Product.Care.Plan+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.Avaiable+ Product.Care.Plan+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock
## + Product.Care.Plan+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Age+ Owns.a.Vehicle
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Claim.Amount+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Claim.Amount+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Claim.Amount+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Claim.Amount+ Age+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Item.Not.In.Stock+ Claim.Amount+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Age+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan
## + Claim.Amount+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Product.Care.Plan+ Claim.Amount+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Claim.Amount+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Accomodation.Type+ Registered.Online+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+
## Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting
## function failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.In.Stock+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online+ Age
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Product.Care.Plan+ Registered.Online+ Age+ Owns.a.Vehicle
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Damaged.Item+ Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Claim.Amount+ Registered.Online+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+
## Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+
## Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type!fitting function failed
## to converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.In.Stock+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online+ Age
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Product.Care.Plan+ Registered.Online+ Age+ Owns.a.Vehicle
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+
## Damaged.Item+ Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Claim.Amount+ Registered.Online+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+
## Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Accomodation.Type
## + Damaged.Item+ Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+
## Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: Fraud.Instance~1+ Accomodation.Type+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Accomodation.Type+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type!fitting function failed
## to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.In.Stock!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.In.Stock!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Item.Not.Avaiable+ Item.Not.In.Stock!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Product.Care.Plan!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Product.Care.Plan!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Item.Not.Avaiable+ Product.Care.Plan!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Claim.Amount!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Claim.Amount!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Item.Not.Avaiable+ Claim.Amount!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Claim.Amount!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Item.Not.In.Stock+ Claim.Amount!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.In.Stock+ Claim.Amount!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Product.Care.Plan
## + Claim.Amount!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Product.Care.Plan+ Claim.Amount!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount!fitting function failed
## to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Item.Not.In.Stock+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.In.Stock+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Product.Care.Plan+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Product.Care.Plan+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+
## Product.Care.Plan+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Claim.Amount+ Registered.Online!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Claim.Amount+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.Avaiable+ Claim.Amount+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Claim.Amount
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Product.Care.Plan+
## Claim.Amount+ Registered.Online!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Product.Care.Plan+ Claim.Amount+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+
## Registered.Online!fitting function failed to converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Item.Not.In.Stock+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.In.Stock+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Product.Care.Plan+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Product.Care.Plan+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+
## Product.Care.Plan+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Claim.Amount+ Registered.Online!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Claim.Amount+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.Avaiable+ Claim.Amount+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Claim.Amount
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Product.Care.Plan+
## Claim.Amount+ Registered.Online!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Product.Care.Plan+ Claim.Amount+ Registered.Online!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+
## Registered.Online!fitting function failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Product.Care.Plan+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Product.Care.Plan+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+
## Product.Care.Plan+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.In.Stock
## + Product.Care.Plan+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Age!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Claim.Amount+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Claim.Amount+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Item.Not.Avaiable+ Claim.Amount+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.In.Stock+ Claim.Amount+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Age!fitting function
## failed to converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Registered.Online!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Product.Care.Plan+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Product.Care.Plan+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+
## Product.Care.Plan+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.In.Stock
## + Product.Care.Plan+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Age!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Claim.Amount+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Claim.Amount+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Item.Not.Avaiable+ Claim.Amount+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.In.Stock+ Claim.Amount+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Age!fitting function
## failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Product.Care.Plan
## + Claim.Amount+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Product.Care.Plan+ Claim.Amount+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Registered.Online+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Registered.Online+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.In.Stock+ Registered.Online+ Age!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Registered.Online+ Age!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Product.Care.Plan+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Product.Care.Plan+
## Registered.Online+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable
## + Product.Care.Plan+ Registered.Online+ Age!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+
## Registered.Online+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Age!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+
## Registered.Online+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Claim.Amount+ Registered.Online+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Claim.Amount+
## Registered.Online+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+
## Claim.Amount+ Registered.Online+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+ Registered.Online+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+ Claim.Amount+
## Registered.Online+ Age!fitting function failed to converge. Model skipped:
## NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Product.Care.Plan
## + Claim.Amount+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Product.Care.Plan+ Claim.Amount+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Registered.Online+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Registered.Online+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.In.Stock+ Registered.Online+ Age!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Registered.Online+ Age!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Product.Care.Plan+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Product.Care.Plan+
## Registered.Online+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable
## + Product.Care.Plan+ Registered.Online+ Age!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+
## Registered.Online+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Age!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+
## Registered.Online+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Claim.Amount+ Registered.Online+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Claim.Amount+
## Registered.Online+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+
## Claim.Amount+ Registered.Online+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+ Registered.Online+ Age!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+ Claim.Amount+
## Registered.Online+ Age!fitting function failed to converge. Model skipped:
## NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount
## + Registered.Online+ Age!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Age!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Age!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan+
## Claim.Amount+ Registered.Online+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+
## Registered.Online+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Item.Not.Avaiable+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Product.Care.Plan+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Product.Care.Plan
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable
## + Product.Care.Plan+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Claim.Amount+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Claim.Amount+
## Owns.a.Vehicle!fitting function failed to converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount
## + Registered.Online+ Age!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Age!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Age!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan+
## Claim.Amount+ Registered.Online+ Age!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+
## Registered.Online+ Age!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+
## Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online+
## Age!fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Item.Not.Avaiable+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Product.Care.Plan+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Product.Care.Plan
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable
## + Product.Care.Plan+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Claim.Amount+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Claim.Amount+
## Owns.a.Vehicle!fitting function failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable
## + Claim.Amount+ Owns.a.Vehicle!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Claim.Amount+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Item.Not.In.Stock+ Claim.Amount+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock
## + Claim.Amount+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Claim.Amount+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Product.Care.Plan
## + Claim.Amount+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.In.Stock+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+
## Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Product.Care.Plan+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Product.Care.Plan+
## Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Claim.Amount+
## Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Claim.Amount+
## Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+
## Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Product.Care.Plan+ Claim.Amount+
## Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.In.Stock
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Item.Not.In.Stock+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Product.Care.Plan
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Product.Care.Plan+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Item.Not.Avaiable+ Product.Care.Plan+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Age+
## Owns.a.Vehicle!fitting function failed to converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Claim.Amount+
## Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Claim.Amount+
## Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+
## Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Product.Care.Plan+ Claim.Amount+
## Registered.Online+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.In.Stock
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Item.Not.In.Stock+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Product.Care.Plan
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Product.Care.Plan+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Item.Not.Avaiable+ Product.Care.Plan+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Age+
## Owns.a.Vehicle!fitting function failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+
## Product.Care.Plan+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Claim.Amount+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Claim.Amount+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.Avaiable+ Claim.Amount+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.In.Stock
## + Claim.Amount+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Product.Care.Plan
## + Claim.Amount+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Product.Care.Plan+ Claim.Amount+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Item.Not.Avaiable+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Damaged.Item+ Item.Not.In.Stock+ Registered.Online+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Product.Care.Plan+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+
## Product.Care.Plan+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Claim.Amount+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Claim.Amount+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.Avaiable+ Claim.Amount+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.In.Stock
## + Claim.Amount+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Product.Care.Plan
## + Claim.Amount+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Product.Care.Plan+ Claim.Amount+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Item.Not.Avaiable+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Damaged.Item+ Item.Not.In.Stock+ Registered.Online+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Product.Care.Plan+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Product.Care.Plan+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+
## Product.Care.Plan+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Claim.Amount+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Claim.Amount+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+ Registered.Online+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Product.Care.Plan+ Claim.Amount+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Item.Not.Avaiable+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Item.Not.In.Stock+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Height!fitting function
## failed to converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Product.Care.Plan+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+
## Product.Care.Plan+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Claim.Amount+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Claim.Amount+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+ Registered.Online+ Age
## + Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Product.Care.Plan+ Claim.Amount+
## Registered.Online+ Age+ Owns.a.Vehicle!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Age+ Owns.a.Vehicle!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Item.Not.Avaiable+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Item.Not.In.Stock+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Height!fitting function
## failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Product.Care.Plan+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Damaged.Item+ Product.Care.Plan+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.In.Stock+ Product.Care.Plan+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Claim.Amount+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Claim.Amount+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable
## + Claim.Amount+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.In.Stock+ Claim.Amount+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Product.Care.Plan+ Claim.Amount+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Damaged.Item+ Product.Care.Plan+ Claim.Amount+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Registered.Online+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Item.Not.Avaiable+ Registered.Online+ Height!fitting function failed to
## converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Product.Care.Plan+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Damaged.Item+ Product.Care.Plan+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.In.Stock+ Product.Care.Plan+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Claim.Amount+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Claim.Amount+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable
## + Claim.Amount+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.In.Stock+ Claim.Amount+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Product.Care.Plan+ Claim.Amount+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Damaged.Item+ Product.Care.Plan+ Claim.Amount+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Registered.Online+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Item.Not.Avaiable+ Registered.Online+ Height!fitting function failed to
## converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Item.Not.In.Stock+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Product.Care.Plan+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Product.Care.Plan
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Claim.Amount+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Damaged.Item+ Claim.Amount+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Claim.Amount
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+ Claim.Amount
## + Registered.Online+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Item.Not.In.Stock+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Product.Care.Plan+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Product.Care.Plan
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Claim.Amount+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Damaged.Item+ Claim.Amount+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Claim.Amount
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Damaged.Item+ Item.Not.Avaiable+ Claim.Amount+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+ Claim.Amount
## + Registered.Online+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount
## + Registered.Online+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Height!fitting function
## failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.In.Stock
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.In.Stock+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Product.Care.Plan
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Product.Care.Plan+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.Avaiable+ Product.Care.Plan+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.In.Stock
## + Product.Care.Plan+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Age+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Claim.Amount+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Claim.Amount+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Claim.Amount
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Claim.Amount+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Item.Not.In.Stock+ Claim.Amount+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock
## + Claim.Amount+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Claim.Amount+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Product.Care.Plan+ Claim.Amount+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Product.Care.Plan
## + Claim.Amount+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Claim.Amount+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Age+
## Height!fitting function failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Registered.Online
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Item.Not.In.Stock+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock
## + Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Product.Care.Plan+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Product.Care.Plan
## + Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Claim.Amount+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Claim.Amount
## + Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.Avaiable+ Claim.Amount+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Claim.Amount+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Height!fitting
## function failed to converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Registered.Online
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Item.Not.In.Stock+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock
## + Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Product.Care.Plan+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Product.Care.Plan
## + Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.Avaiable+ Product.Care.Plan+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Claim.Amount+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Claim.Amount
## + Registered.Online+ Age+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.Avaiable+ Claim.Amount+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Claim.Amount+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Item.Not.In.Stock+ Claim.Amount+ Registered.Online
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.In.Stock+ Claim.Amount+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Age+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Height!fitting
## function failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Damaged.Item+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Item.Not.Avaiable+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.In.Stock+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Product.Care.Plan+ Owns.a.Vehicle
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Product.Care.Plan+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan+ Owns.a.Vehicle
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Product.Care.Plan+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Claim.Amount+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Claim.Amount+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Claim.Amount
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Claim.Amount+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.In.Stock+ Claim.Amount+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+
## Claim.Amount+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Damaged.Item+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Item.Not.Avaiable+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.In.Stock+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Product.Care.Plan+ Owns.a.Vehicle
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Product.Care.Plan+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan+ Owns.a.Vehicle
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Product.Care.Plan+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Claim.Amount+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Claim.Amount+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Claim.Amount
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Claim.Amount+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.In.Stock+ Claim.Amount+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+
## Claim.Amount+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Owns.a.Vehicle
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Product.Care.Plan+
## Claim.Amount+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Damaged.Item+ Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan+
## Claim.Amount+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+
## Claim.Amount+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Damaged.Item+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Registered.Online
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+ Registered.Online
## + Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.In.Stock+ Registered.Online+ Owns.a.Vehicle
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Product.Care.Plan+ Registered.Online
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Product.Care.Plan+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Claim.Amount+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+
## Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Claim.Amount
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount+ Owns.a.Vehicle
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Product.Care.Plan+
## Claim.Amount+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Damaged.Item+ Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan+
## Claim.Amount+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+
## Claim.Amount+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Damaged.Item+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Registered.Online
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+ Registered.Online
## + Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.In.Stock+ Registered.Online+ Owns.a.Vehicle
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Product.Care.Plan+ Registered.Online
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Product.Care.Plan+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Claim.Amount+ Registered.Online+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+
## Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Claim.Amount
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed to
## converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+
## Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Claim.Amount
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Item.Not.In.Stock+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Product.Care.Plan
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Product.Care.Plan+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Product.Care.Plan+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Claim.Amount+ Age+ Owns.a.Vehicle+ Height!fitting
## function failed to converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+
## Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Claim.Amount
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!fitting
## function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Item.Not.In.Stock+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Product.Care.Plan
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Product.Care.Plan+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Product.Care.Plan+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.In.Stock+ Product.Care.Plan+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Product.Care.Plan+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Claim.Amount+ Age+ Owns.a.Vehicle+ Height!fitting
## function failed to converge. Model skipped: NA

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Claim.Amount+ Age+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.Avaiable+ Claim.Amount+ Age+ Owns.a.Vehicle
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Claim.Amount+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+ Claim.Amount
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.In.Stock+ Claim.Amount+ Age+ Owns.a.Vehicle
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Claim.Amount+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Claim.Amount+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Product.Care.Plan+ Claim.Amount+ Age
## + Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Product.Care.Plan+ Claim.Amount+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Age+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Age+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type
## + Damaged.Item+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Damaged.Item+ Item.Not.In.Stock+ Registered.Online+ Age+ Owns.a.Vehicle
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Product.Care.Plan+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Product.Care.Plan+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status+
## Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge.
## Model skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+
## Damaged.Item+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## NA

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: algorithm did not converge

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Claim.Amount+ Registered.Online+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: NA!fitting function failed to converge. Model
## skipped: NA!fitting function failed to converge. Model skipped: NA!fitting
## function failed to converge. Model skipped: NA!fitting function failed
## to converge. Model skipped: NA!fitting function failed to converge. Model
## skipped: NA!fitting function failed to converge. Model skipped: NA!fitting
## function failed to converge. Model skipped: NA!fitting function failed
## to converge. Model skipped: NA!fitting function failed to converge. Model
## skipped: NA!fitting function failed to converge. Model skipped: NA!fitting
## function failed to converge. Model skipped: NA

## Warning in glmulti(y = "Fraud.Instance", data = mydata, level = 1,
## method = "h", : !fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item+
## Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Claim.Amount+ Registered.Online+ Age+
## Owns.a.Vehicle+ Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Item.Not.Avaiable+ Item.Not.In.Stock+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Item.Not.In.Stock
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Item.Not.Avaiable+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function
## failed to converge. Model skipped: Fraud.Instance~1+ Marital.Status
## + Accomodation.Type+ Damaged.Item+ Item.Not.Avaiable+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Item.Not.In.Stock+ Product.Care.Plan
## + Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle+ Height!
## fitting function failed to converge. Model skipped: Fraud.Instance~1+
## Marital.Status+ Accomodation.Type+ Damaged.Item+ Item.Not.In.Stock+
## Product.Care.Plan+ Claim.Amount+ Registered.Online+ Age+ Owns.a.Vehicle
## + Height!fitting function failed to converge. Model skipped:
## Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Item.Not.Avaiable
## + Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount+ Registered.Online
## + Age+ Owns.a.Vehicle+ Height!fitting function failed to converge. Model
## skipped: Fraud.Instance~1+ Marital.Status+ Accomodation.Type+ Damaged.Item
## + Item.Not.Avaiable+ Item.Not.In.Stock+ Product.Care.Plan+ Claim.Amount
## + Registered.Online+ Age+ Owns.a.Vehicle+ Height!fitting function failed
## to converge. Model skipped: NA!fitting function failed to converge. Model
## skipped: NA!fitting function failed to converge. Model skipped: NA!fitting
## function failed to converge. Model skipped: NA!fitting function failed
## to converge. Model skipped: NA!fitting function failed to converge. Model
## skipped: NA!fitting function failed to converge. Model skipped: NA!fitting
## function failed to converge. Model skipped: NA!fitting function failed
## to converge. Model skipped: NA!fitting function failed to converge. Model
## skipped: NA!fitting function failed to converge. Model skipped: NA!fitting
## function failed to converge. Model skipped: NA

## Show 5 best models (Use @ instead of $ for an S4 object)
glmulti.logistic.out@formulas

## [[1]]
## Fraud.Instance ~ 1 + Damaged.Item + Item.Not.In.Stock + Product.Care.Plan
## <environment: 0x000000001213aeb8>
## 
## [[2]]
## Fraud.Instance ~ 1 + Damaged.Item + Item.Not.In.Stock + Product.Care.Plan + 
##     Age
## <environment: 0x000000001213aeb8>
## 
## [[3]]
## Fraud.Instance ~ 1 + Damaged.Item + Item.Not.In.Stock + Product.Care.Plan + 
##     Height
## <environment: 0x000000001213aeb8>
## 
## [[4]]
## Fraud.Instance ~ 1 + Damaged.Item + Item.Not.In.Stock + Product.Care.Plan + 
##     Age + Height
## <environment: 0x000000001213aeb8>
## 
## [[5]]
## Fraud.Instance ~ 1 + Damaged.Item + Item.Not.In.Stock + Product.Care.Plan + 
##     Registered.Online
## <environment: 0x000000001213aeb8>

fitAIC = glm(formula = Fraud.Instance ~ Damaged.Item + Item.Not.In.Stock + Product.Care.Plan, family = binomial, data = train)
summary(fitAIC)

## 
## Call:
## glm(formula = Fraud.Instance ~ Damaged.Item + Item.Not.In.Stock + 
##     Product.Care.Plan, family = binomial, data = train)
## 
## Deviance Residuals: 
##      Min        1Q    Median        3Q       Max  
## -1.85244  -0.00007  -0.00004   0.65162   0.92883  
## 
## Coefficients:
##                   Estimate Std. Error z value Pr(>|z|)
## (Intercept)          22.93     431.20   0.053    0.958
## Damaged.Item        -21.49     431.20  -0.050    0.960
## Item.Not.In.Stock   -22.31     431.20  -0.052    0.959
## Product.Care.Plan   -21.41     431.20  -0.050    0.960
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 4064.3  on 3050  degrees of freedom
## Residual deviance: 1592.8  on 3047  degrees of freedom
## AIC: 1600.8
## 
## Number of Fisher Scoring iterations: 19

confint(fitAIC)

## Waiting for profiling to be done...

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

## Warning: glm.fit: algorithm did not converge

## Warning: glm.fit: fitted probabilities numerically 0 or 1 occurred

##                       2.5 %    97.5 %
## (Intercept)        371.6964  420.9090
## Damaged.Item      -326.9411 -316.1448
## Item.Not.In.Stock -440.9204 -383.1429
## Product.Care.Plan -419.3914 -370.1789

exp(coef(fitAIC))

##       (Intercept)      Damaged.Item Item.Not.In.Stock Product.Care.Plan 
##      9.069945e+09      4.661485e-10      2.044173e-10      5.028670e-10

library(car)
vif(full.fit)

##                       GVIF Df GVIF^(1/(2*Df))
## Damaged.Item      1.506728  1        1.227489
## Item.Not.Avaiable 1.311579  1        1.145242
## Item.Not.In.Stock 1.567890  1        1.252154
## Product.Care.Plan 1.532342  1        1.237878
## Claim.Amount      1.002127  1        1.001063
## Registered.Online 1.001453  1        1.000726
## Age               1.003717  1        1.001857
## Marital.Status    1.003579  2        1.000893
## Owns.a.Vehicle    1.005982  1        1.002987
## Accomodation.Type 1.006348  2        1.001583
## Height            1.001750  1        1.000874

vif(multifit)

##      Damaged.Item Item.Not.Avaiable Item.Not.In.Stock Product.Care.Plan 
##          1.503215          1.308484          1.564981          1.529406

vif(fitAIC)

##      Damaged.Item Item.Not.In.Stock Product.Care.Plan 
##          11923382          12164995           5455285

Let’s make predictions on the trin set with this badly fitted model.

train$probs = predict(full.fit, type="response")
train$probs[1:5]

## [1] 2.900701e-12 2.900701e-12 2.900701e-12 1.000000e+00 1.000000e+00

contrasts(train$Fraud.Instance)

##   1
## 0 0
## 1 1

train$predict = rep("0", 3051)
train$predict[train$probs>0.5]="1"

table(train$predict, train$Fraud.Instance)

##    
##        0    1
##   0 1879    0
##   1    0 1172

mean(train$predict==train$Fraud.Instance)

## [1] 1

This is definitely an overfitted model. However, let’s try it on the test data.

test$prob = predict(full.fit, newdata=test, type="response")
test$predict = rep("0", 1298)
test$predict[test$prob>0.5]="1"
table(test$predict, test$Fraud.Instance)

##    
##       0   1
##   0 764   0
##   1   0 534

mean(test$predict==test$Fraud.Instance)

## [1] 1