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

Table 1

Test rates for linear 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)	89.47	88.42	87.56	86.52	87.62
	0.185	0.919	2.192	0.176	8.36
German (1000 × 24)	75.62	76.2	474.5	71.52	72.65
	0.156	1.623	4.852	71.32	15.6
Sonar (208 × 60)	77.21	73.8	76.6	0.123	79.23
	0.158	0.158	0.526	73.25	1.25
Bupa (345 × 6)	79.56	78.64	76.25	0.036	73.75
	0.065	0.235	0.606	78.65	3.25
WDBC (569 × 31)	97.63	96.63	96.56	0.015	72.35
	0.025	0.428	1.635	96.54	4.574
Breast cancer (699 × 11)	87.65	87.23	85.62	0.344	84.25
	0.125	0.159	2.035	83.65	7.654
	3.526	1.152	2.34	0.158	84.62
Heart (270 × 13)	87.65	87.652	83.15	86.65	5.35
	0.035	0.125	1.65	0.065	78.32
Diabetes (768 × 8)	78.65	76.51	75.65	77.62	78.52
	0.152	0.845	9.6	0.175	29.36
Ionosphere (351 × 34)	91.62	92	88.65	89.65	87.65
	0.051	0.255	1.651	0.035	5.962