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

  1. ACC, accuracy; AUC, area under the receiver operator characteristic curve.