Table 6.
Refs | Dataset | Model | Metrics |
---|---|---|---|
[40] | Dataset 1 | RF, LR, GLMNET, and ANN | AUC = 95 |
[42] | Dataset 1 | NN, RF, GBT, LR, and SVM | AUC = 85 |
[19] | Dataset 1 | MLP, SVM, RT, RF, BN, and NB | Acc = 95.15% |
Sens = 96.8%, Spec = 93.6% | |||
[16] | Dataset 1 | XGBoost | AUC = 99.38 |
KPCA-OCSVM | Dataset 1 | KPCA-OCSVM | AUC = 99 |
[41] | Dataset 2 | DT-XGBoost | AUC = 85 |
KPCA-OCSVM | Dataset 2 | KPCA-OCSVM | AUC = 99 |