Table 1.

Evaluation by area under the receiver operating characteristic score of 5-fold cross-validation for each model.

	LRa	SVMb	RFc	MLPd	XGBe	Support (0, 1)
Fold 1	0.826	0.825	0.853	0.833	0.866 f	(83,113, 50,188)
Fold 2	0.827	0.826	0.851	0.835	0.868	(83,538, 50,310)
Fold 3	0.824	0.824	0.850	0.821	0.865	(84,192, 50,585)
Fold 4	0.824	0.823	0.850	0.831	0.864	(83,969, 50,460)
Fold 5	0.822	0.821	0.848	0.834	0.863	(82,918, 50,394)
Value, mean (SD)	0.824 (0.002)	0.824 (0.002)	0.850 (0.002)	0.831 (0.005)	0.865 (0.002)	N/Ag

^aLR: logistic regression.

^bSVM: support vector machine.

^cRF: random forest.

^dMLP: multilayer perceptron.

^eXGB: extreme gradient boosting.

^fThe italicized values indicate the highest score of each fold.

^gN/A: not applicable.