Table 9 Post hoc test of the proposed hybrid stacking model with the other top four models for each metric.

Metric	Hybrid stacking vs.	Statistic	Adjusted p-value	H₀
Accuracy	RF	1.78885	0.29455	A
	XGB	1.34164	0.53914	A
	GB	0.89443	0.74219	A
	Hybrid voting	0.44721	0.74219	A
F1-score	RF	1.78885	0.29455	A
	XGB	1.34164	0.53914	A
	GB	0.89443	0.74219	A
	Hybrid voting	0.44721	0.74219	A
AUC	CB	1.56525	0.4701	A
	ET	1.11803	0.79066	A
	XGB	0.67082	1	A
	Hybrid voting	0	1	A
Precision	XGB	1.78885	0.29455	A
	RF	1.34164	0.53914	A
	GB	0.89443	0.74219	A
	Hybrid voting	0.44721	0.74219	A
MCC	RF	1.78885	0.29455	A
	XGB	1.34164	0.53914	A
	GB	0.89443	0.74219	A
	Hybrid voting	0.44721	0.74219	A
Recall	RF	1.78885	0.29455	A
	XGB	1.34164	0.53914	A
	GB	0.89443	0.74219	A
	Hybrid voting	0.44721	0.74219	A
Kappa	RF	1.78885	0.29455	A
	XGB	1.34164	0.53914	A
	GB	0.89443	0.74219	A
	Hybrid voting	0.44721	0.74219	A

Quick links

Search