From: In silico prediction of novel therapeutic targets using gene–disease association data
Classifier | Misclassification error | Accuracy | AUC | Sensitivity/recall | Specificity | Precision | F1 score |
---|---|---|---|---|---|---|---|
RF | 0.290 | 0.710 | 0.761 | 0.645 | 0.771 | 0.727 | 0.683 |
NN | 0.287 | 0.713 | 0.763 | 0.638 | 0.784 | 0.736 | 0.683 |
SVM | 0.296 | 0.704 | 0.747 | 0.594 | 0.808 | 0.745 | 0.661 |
GBM | 0.294 | 0.706 | 0.750 | 0.649 | 0.760 | 0.719 | 0.682 |