Smooth Diagonal Weighted Newton Support Vector Machine

Table 5

Comparisons with various algorithms.

Training size	Algorithm	Time (s)	Training accu. (%)	Testing accu. (%)
1000	SSVM	4.61	98.28	97.65
	FPSSVM	4.65	99.64	98.08
	PWSSVM	4.31	99.82	98.41
	SDWNSVM	4.10	99.87	99.02
2000	SSVM	11.97	98.54	98.33
	FPSSVM	10.20	99.11	98.29
	PWSSVM	9.67	99.18	98.83
	SDWNSVM	9.67	99.69	99.36
3000	SSVM	25.21	98.97	97.93
	FPSSVM	23.21	98.91	98.57
	PWSSVM	19.38	99.07	98.94
	SDWNSVM	15.35	99.69	99.36