Table 4. Open in new tab K-Fold... | Oxford Academic

Table 4.

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K-Fold Cross-validation results for DS_01.

Techniques		Homo sapiens				Mus musculus				Saccharomyces cerevisiae				Arabidopsis thaliana
Techniques		ACC (%)	Sp (%)	Sn (%)	MCC (%)	ACC (%)	Sp (%)	Sn (%)	MCC (%)	ACC (%)	Sp (%)	Sn (%)	MCC (%)	ACC (%)	Sp (%)	Sn (%)	MCC (%)
Bagging	RF	83	73	99	71	89	91	92	74	95	96	96	90	71	69	68	75
	ETC	83	99	95	67	98	99	98	97	97	94	99	95	66	65	66	70
	DT	87	81	95	75	96	97	98	100	92	82	99	85	58	55	53	62
	BC	79	95	75	59	92	93	94	97	97	100	95	95	68	60	62	69
Boosting	GB	79	69	95	60	84	77	90	68	98	99	99	99	85	80	81	84
	HGB	75	78	70	48	100	100	100	100	95	96	98	90	85	79	80	84
	AB	75	95	61	53	100	100	100	100	100	100	100	100	84	78	79	82
	XGB	91	95	95	83	100	100	100	100	97	95	99	95	88	84	85	88

Techniques		Homo sapiens				Mus musculus				Saccharomyces cerevisiae				Arabidopsis thaliana
Techniques		ACC (%)	Sp (%)	Sn (%)	MCC (%)	ACC (%)	Sp (%)	Sn (%)	MCC (%)	ACC (%)	Sp (%)	Sn (%)	MCC (%)	ACC (%)	Sp (%)	Sn (%)	MCC (%)
Bagging	RF	83	73	99	71	89	91	92	74	95	96	96	90	71	69	68	75
	ETC	83	99	95	67	98	99	98	97	97	94	99	95	66	65	66	70
	DT	87	81	95	75	96	97	98	100	92	82	99	85	58	55	53	62
	BC	79	95	75	59	92	93	94	97	97	100	95	95	68	60	62	69
Boosting	GB	79	69	95	60	84	77	90	68	98	99	99	99	85	80	81	84
	HGB	75	78	70	48	100	100	100	100	95	96	98	90	85	79	80	84
	AB	75	95	61	53	100	100	100	100	100	100	100	100	84	78	79	82
	XGB	91	95	95	83	100	100	100	100	97	95	99	95	88	84	85	88

Table 4.

Open in new tab

K-Fold Cross-validation results for DS_01.

Techniques		Homo sapiens				Mus musculus				Saccharomyces cerevisiae				Arabidopsis thaliana
Techniques		ACC (%)	Sp (%)	Sn (%)	MCC (%)	ACC (%)	Sp (%)	Sn (%)	MCC (%)	ACC (%)	Sp (%)	Sn (%)	MCC (%)	ACC (%)	Sp (%)	Sn (%)	MCC (%)
Bagging	RF	83	73	99	71	89	91	92	74	95	96	96	90	71	69	68	75
	ETC	83	99	95	67	98	99	98	97	97	94	99	95	66	65	66	70
	DT	87	81	95	75	96	97	98	100	92	82	99	85	58	55	53	62
	BC	79	95	75	59	92	93	94	97	97	100	95	95	68	60	62	69
Boosting	GB	79	69	95	60	84	77	90	68	98	99	99	99	85	80	81	84
	HGB	75	78	70	48	100	100	100	100	95	96	98	90	85	79	80	84
	AB	75	95	61	53	100	100	100	100	100	100	100	100	84	78	79	82
	XGB	91	95	95	83	100	100	100	100	97	95	99	95	88	84	85	88

Techniques		Homo sapiens				Mus musculus				Saccharomyces cerevisiae				Arabidopsis thaliana
Techniques		ACC (%)	Sp (%)	Sn (%)	MCC (%)	ACC (%)	Sp (%)	Sn (%)	MCC (%)	ACC (%)	Sp (%)	Sn (%)	MCC (%)	ACC (%)	Sp (%)	Sn (%)	MCC (%)
Bagging	RF	83	73	99	71	89	91	92	74	95	96	96	90	71	69	68	75
	ETC	83	99	95	67	98	99	98	97	97	94	99	95	66	65	66	70
	DT	87	81	95	75	96	97	98	100	92	82	99	85	58	55	53	62
	BC	79	95	75	59	92	93	94	97	97	100	95	95	68	60	62	69
Boosting	GB	79	69	95	60	84	77	90	68	98	99	99	99	85	80	81	84
	HGB	75	78	70	48	100	100	100	100	95	96	98	90	85	79	80	84
	AB	75	95	61	53	100	100	100	100	100	100	100	100	84	78	79	82
	XGB	91	95	95	83	100	100	100	100	97	95	99	95	88	84	85	88