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

Table 8 Statistical test results of blending, boosting and bagging ensemble models

Model		Z-test	Resampled paired t-test	McNemar’s test
Bagging	Random Forest	0.00156	0.00089	0.0017
	Extra Tree Classifier	0.00162	0.00052	0.0019
	Decision Tree	0.00137	0.00059	0.0033
	Bagging classifier	0.00130	0.00090	0.0087
Boosting	Gradient Boost	0.00144	0.00090	0.0080
	HGB	0.00170	0.00075	0.0069
	AdaBoost	0.00149	0.00055	0.0049
	XGBoost	0.00129	0.00034	0.0038
Blending		0.00159	0.00045	0.0029

ISSN: 1756-0381