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. 2023 Apr 18;13(8):1466. doi: 10.3390/diagnostics13081466

Table 6.

Comparison with existing methods.

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