A hybrid sampling algorithm combining synthetic minority over-sampling technique and edited nearest neighbor for missed abortion diagnosis

Table 7 Wilcoxon test based on Random forest, Adaboost and Bagging

Algorithm	Original	SM	BSM	ASM	GSM	KSM	CSM	ENN	TL	IHU	RBU	SMTOM
Random forest
R +	21	21	21	21	21	21	21	21	21	21	21	21
R-	0	0	0	0	0	0	0	0	0	0	0	0
Hypothesis	Rejected	Rejected	Rejected	Rejected	Rejected	Rejected	Rejected	Rejected	Rejected	Rejected	Rejected	Rejected
Selected	SMENN	SMENN	SMENN	SMENN	SMENN	SMENN	SMENN	SMENN	SMENN	SMENN	SMENN	SMENN
Adaboost
R +	21	21	21	21	21	21	21	21	21	21	21	21
R-	0	0	0	0	0	0	0	0	0	0	0	0
Hypothesis	Rejected	Rejected	Rejected	Rejected	Rejected	Rejected	Rejected	Rejected	Rejected	Rejected	Rejected	Rejected
Selected	SMENN	SMENN	SMENN	SMENN	SMENN	SMENN	SMENN	SMENN	SMENN	SMENN	SMENN	SMENN
Bagging
R +	21	21	21	21	21	21	21	21	21	21	21	21
R-	0	0	0	0	0	0	0	0	0	0	0	0
Hypothesis	Rejected	Rejected	Rejected	Rejected	Rejected	Rejected	Rejected	Rejected	Rejected	Rejected	Rejected	Rejected
Selected	SMENN	SMENN	SMENN	SMENN	SMENN	SMENN	SMENN	SMENN	SMENN	SMENN	SMENN	SMENN

ISSN: 1472-6947