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. 2024 Nov 8;14(22):2504. doi: 10.3390/diagnostics14222504

Table A2.

Performance metrics for fold 2.

Model Accuracy F1 Score prAUC Precision Recall
Random forest 0.9523 0.9684 0.9271 1 0.9387
SVM 1 1 0.9599 1 1
GBM 0.9841 0.9890 0.9557 0.9782 1
XGBoost 0.9682 0.9787 0.9340 1 0.9583
C5.0 0.9687 0.9782 0.5509 0.9782 0.9782
NNET 1 1 0.9597 1 1
k-NN 0.8095 0.8750 0.5080 0.9130 0.8400
Logistic regression 0.9841 0.9892 0.9578 1 0.9787