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

Table A5.

Performance metrics for fold 5.

Model Accuracy F1 Score prAUC Precision Recall
Random forest 0.9375 0.9583 0.9291 0.9787 0.9387
SVM 1 1 0.9597 1 1
GBM 1 1 0.9194 1 1
XGBoost 1 1 0.9173 1 1
C5.0 0.9523 0.9648 0.6030 1 0.9387
NNET 1 1 0.9615 1 1
k-NN 0.9206 0.9462 0.6924 0.9565 0.9361
Logistic regression 0.9843 0.9892 0.9560 0.9787 1