Table 2 Evaluation of models.
From: Prediction of coronary heart disease based on klotho levels using machine learning
AUC | ACC | Precision | Recall | F1-score | Brier score | |
---|---|---|---|---|---|---|
RF | 0.7394 | 0.8938 | 0.9155 | 0.9727 | 0.9727 | 0.0866 |
XGBOOST | 0.7460 | 0.8328 | 0.9327 | 0.8791 | 0.8791 | 0.6445 |
LR | 0.7807 | 0.7104 | 0.9613 | 0.7094 | 0.7094 | 0.4441 |
SVM | 0.7841 | 0.7009 | 0.9669 | 0.6942 | 0.6942 | 0.1847 |
NNET | 0.6957 | 0.7110 | 0.9559 | 0.7145 | 0.7145 | 0.5135 |