m1A-Ensem: accurate identification of 1-methyladenosine sites through ensemble models

Table 7 10-Fold cross validation results

Model		*Acc*	S_p	S_n	*MCC*	*F1-score*	*AUROC*
Bagging	Random Forest	0.82	0.85	0.81	0.77	0.80	0.86
	Extra Tree Classifier	0.91	0.92	0.93	0.89	0.83	0.94
	Decision Tree	0.87	0.87	0.87	0.74	0.86	0.87
	Bagging classifier	0.94	0.98	0.88	0.86	0.93	0.98
Boosting	Gradient Boost	0.90	0.94	0.87	0.85	0.92	0.96
	HGB	0.98	0.97	0.95	0.97	0.96	0.98
	AdaBoost	0.99	0.98	0.96	0.97	0.96	0.99
	XGBoost	0.92	0.96	0.92	0.86	0.92	0.97
Blending		0.91	0.93	0.85	0.92	0.82	0.93

ISSN: 1756-0381