Smooth Diagonal Weighted Newton Support Vector Machine

Table 3

Comparisons with various algorithms.

Data (size 𝑚∗𝑛)	Ten-fold training accuracies (%)
	Ten-fold testing accuracies (%)
	SDWNSVM	RLP	SVM‖1‖	SVM‖2‖	FSV
Bupa Liver (345∗6)	71.60	68.98	67.83	70.57	71.21
	70.19	64.34	64.03	69.86	69.81
Ionosphere (351∗34)	94.94	94.78	88.92	92.96	94.87
	89.18	86.04	86.10	89.17	86.76
Pima Indians (768∗8)	78.13	76.48	75.52	77.92	77.91
	77.99	76.16	74.47	77.07	76.96