Classifier | AUC | Brier score | Accuracy | Cohen's kappa | Calibration intercept error | Calibration slope error |
---|---|---|---|---|---|---|
rf | 0.72 | 0.17 | 0.72 | 0.10 | 0.12 | 0.37 |
glmnet | 0.72 | 0.18 | 0.72 | 0.14 | 0.26 | 0.68 |
nnet | 0.71 | 0.21 | 0.69 | 0.11 | 0.36 | 0.96 |
svmRadial | 0.69 | 0.18 | 0.72 | 0.06 | 0.26 | 0.86 |
LogitBoost | 0.66 | 0.23 | 0.68 | 0.18 | 0.22 | 0.60 |
rpart | 0.63 | 0.20 | 0.71 | 0.16 | 0.21 | 0.56 |