Table 7 Comparison of predictions of classification algorithms to recommend sports protocols between men and women groups.

	Models	AUROC	Accuracy	Precision	Sensitivity	specificity	F-score
Men	DT	0.86	0.78	0.51	0.56	0.96	0.52
	RF	0.89	0.84	0.70	0.67	0.97	0.64
	KNN	0.81	0.56	0.45	0.50	0.90	0.46
	SVM	0.82	0.70	0.56	0.52	0.94	0.52
	GB	0.95	0.84	0.78	0.69	0.87	0.70
	ET	0.94	0.82	0.73	0.68	0.96	0.67
	AB	0.96	0.82	0.75	0.67	0.96	0.67
	ANN	0.88	0.71	0.57	0.58	0.94	0.56
Women	DT	0.94	0.92	0.90	0.88	0.98	0.87
	RF	0.98	0.98	0.99	0.97	0.99	0.98
	KNN	0.86	0.65	0.50	0.49	0.92	0.48
	SVM	0.91	0.76	0.59	0.58	0.95	0.58
	GB	0.93	0.97	0.93	0.97	0.99	0.94
	ET	0.98	0.93	0.90	0.92	0.98	0.90
	AB	0.99	0.94	0.96	0.90	0.98	0.92
	ANN	0.89	0.53	0.45	0.37	0.89	0.34

Quick links

Search