Table 2.

“Win-Draw-Loss” Results for XGBoost Compared with Other Classifiers

Classifier	KNN	SVM	LR	RF
Sn	3-0-97	96-0-4	100-0-0	100-0-0
p value	5.6103E−34	6.6038E−32	4.0955E−59	1.3241E−80
Sp	100-0-0	100-0-0	100-0-0	100-0-0
p value	3.5946E−95	2.2062E−40	6.5396E−71	7.9065E−58
Acc	100-0-0	100-0-0	100-0-0	100-0-0
p value	8.8436E−72	2.1478E−47	5.2734E−79	4.2097E−84
MCC	100-0-0	100-0-0	100-0-0	100-0-0
p value	8.4909E−71	6.9919E−79	4.2602E−84	2.9426E−47
AUC	100-0-0	100-0-0	100-0-0	100-0-0
p value	1.6011E−131	1.5336E−70	6.9470E−89	1.3920E−112