1 year
## Type 'citation("pROC")' for a citation.
##
## Attaching package: 'pROC'
## The following objects are masked from 'package:stats':
##
## cov, smooth, var
## Setting levels: control = alive, case = died
## Setting direction: controls < cases
## Confusion Matrix and Statistics
##
## Reference
## Prediction alive died
## alive 58849 9432
## died 1817 3539
##
## Accuracy : 0.8472
## 95% CI : (0.8446, 0.8498)
## No Information Rate : 0.8239
## P-Value [Acc > NIR] : < 2.2e-16
##
## Kappa : 0.3158
##
## Mcnemar's Test P-Value : < 2.2e-16
##
## Sensitivity : 0.27284
## Specificity : 0.97005
## Pos Pred Value : 0.66075
## Neg Pred Value : 0.86186
## Prevalence : 0.17615
## Detection Rate : 0.04806
## Detection Prevalence : 0.07274
## Balanced Accuracy : 0.62144
##
## 'Positive' Class : died
##
## Area under the curve: 0.8053
3 year
## Setting levels: control = alive, case = died
## Setting direction: controls < cases
## Confusion Matrix and Statistics
##
## Reference
## Prediction alive died
## alive 32533 13033
## died 9055 19016
##
## Accuracy : 0.7
## 95% CI : (0.6967, 0.7034)
## No Information Rate : 0.5648
## P-Value [Acc > NIR] : < 2.2e-16
##
## Kappa : 0.381
##
## Mcnemar's Test P-Value : < 2.2e-16
##
## Sensitivity : 0.5933
## Specificity : 0.7823
## Pos Pred Value : 0.6774
## Neg Pred Value : 0.7140
## Prevalence : 0.4352
## Detection Rate : 0.2582
## Detection Prevalence : 0.3812
## Balanced Accuracy : 0.6878
##
## 'Positive' Class : died
##
## Area under the curve: 0.759