Smooth Diagonal Weighted Newton Support Vector Machine

Table 6

Comparisons with various algorithms.

Scale	Dimension	Algorithm	Time (s)	Training accu. (%)	Testing accu. (%)
5000	50	SSVM	8.61	93.72	93.15
		FPSSVM	12.31	93.46	93.08
		PWSSVM	6.46	93.82	93.17
		SDWNSVM	3.63	93.87	93.20
5000	200	SSVM	25.21	93.59	92.87
		FPSSVM	32.57	92.31	92.26
		PWSSVM	11.31	93.77	93.08
		SDWNSVM	7.16	93.90	93.33
10000	50	SSVM	27.97	95.09	94.37
		FPSSVM	43.27	94.93	94.58
		PWSSVM	19.86	95.71	95.03
		SDWNSVM	13.79	95.96	95.67
10000	200	SSVM	58.61	94.37	93.63
		FPSSVM	96.41	94.33	93.49
		PWSSVM	46.32	95.03	93.86
		SDWNSVM	38.17	95.51	94.03