The Teaching of Sports Physical Education Skills under Exercise Physiology Based on Support Vector Machine

Table 2

Test rates for nonlinear NSTWSVM.

Dataset	NSTWSVM accuracy	TBSVM accuracy	TWSVM-a accuracy	TWSVM-b accuracy	SNM accuracy
	Time (s)	Time (s)	Time (s)	Time (s)	Time (s)
Australian (690 × 14)	86.52	86.06	85.62	85.62	86.75
	0.266	1.265	7.6	0.3512	18.65
German (1000 × 24)	78.26	77.6	77.52	78.35	80.64
	0.015	0.15	1.652	0.016	4.158
Sonar (208 × 60)	65.35	64.2	64.62	63.54	65.56
	0.026	0.226	2.512	0.035	6.54
Bupa (345 × 6)	86.54	85.6	85.61	63.52	83.6
	0.041	0.185	2.654	0.345	7.523
WDBC (569 × 31)	66.21	67.69	64.65	92.8	64.65
	0.2568	1.452	8.625	0.064	29.654
Breast cancer (699 × 11)	94.5	93.58	92.35	71.6	90.6
	0.051	1.723	3.256	0.045	11.542
Heart (270 × 13)	73.5	73.6	72	71.5	70.5
	0.13	2.35	13.547	0.212	38.651
Diabetes (768 × 8)	77.652	76.65	75.68	76.54	74.68
	0.265	1.132	2.154	0.251	7.954