library(readr)
seeds_dataset <- read.delim("C:/Users/Olateru-Olagbegi9176/Downloads/seeds_dataset.txt", header=FALSE)
View(seeds_dataset)
sd<-seeds_dataset
str(sd)
## 'data.frame':    210 obs. of  8 variables:
##  $ V1: num  15.3 14.9 14.3 13.8 16.1 ...
##  $ V2: num  14.8 14.6 14.1 13.9 15 ...
##  $ V3: num  0.871 0.881 0.905 0.895 0.903 ...
##  $ V4: num  5.76 5.55 5.29 5.32 5.66 ...
##  $ V5: num  3.31 3.33 3.34 3.38 3.56 ...
##  $ V6: num  2.22 1.02 2.7 2.26 1.35 ...
##  $ V7: num  5.22 4.96 4.83 4.8 5.17 ...
##  $ V8: int  1 1 1 1 1 1 1 1 1 1 ...
summary(sd)
##        V1              V2              V3               V4       
##  Min.   :10.59   Min.   :12.41   Min.   :0.8081   Min.   :4.899  
##  1st Qu.:12.27   1st Qu.:13.45   1st Qu.:0.8569   1st Qu.:5.262  
##  Median :14.36   Median :14.32   Median :0.8734   Median :5.524  
##  Mean   :14.85   Mean   :14.56   Mean   :0.8710   Mean   :5.629  
##  3rd Qu.:17.30   3rd Qu.:15.71   3rd Qu.:0.8878   3rd Qu.:5.980  
##  Max.   :21.18   Max.   :17.25   Max.   :0.9183   Max.   :6.675  
##        V5              V6               V7              V8   
##  Min.   :2.630   Min.   :0.7651   Min.   :4.519   Min.   :1  
##  1st Qu.:2.944   1st Qu.:2.5615   1st Qu.:5.045   1st Qu.:1  
##  Median :3.237   Median :3.5990   Median :5.223   Median :2  
##  Mean   :3.259   Mean   :3.7002   Mean   :5.408   Mean   :2  
##  3rd Qu.:3.562   3rd Qu.:4.7687   3rd Qu.:5.877   3rd Qu.:3  
##  Max.   :4.033   Max.   :8.4560   Max.   :6.550   Max.   :3
feature_name<-c('area','perimeter','compactness','length_of_kernel','asymetry.coefficient','length.of.kernel.groove','type.of.seed')
table(sd$V8)
## 
##  1  2  3 
## 70 70 70

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