Table 7. Result of SVM-PCA and LR-PCA.

PCA (n components)	SVM-PCA		LR-PCA
	Training accuracy (%)	Test accuracy (%)	Training accuracy (%)	Test accuracy (%)
1	70.12	72.46	69.71	73.91
2	70.53	72.46	68.87	72.46
3	67.63	76.81	68.87	72.46
4	70.53	75.36	69.29	73.91
5	71.36	75.36	69.29	73.91
6	70.12	73.91	69.70	75.36
7	75.51	71.01	75.10	72.46
8	76.34	66.66	73.02	68.11
9	75.10	72.46	75.93	73.91
10	84.23	75.36	83.40	78.26
11	85.89	85.50	86.30	85.50
12	85.89	85.50	86.30	85.50