Table 9.

SVD-based feature selection

SVs	Eigen values	Variance	Cumulative variance
SV1	4.567	33.49	33.49
SV2	4.192	18.44	51.93
SV3	3.768	16.95	68.89
SV4	2.457	12.49	91.37
SV5	1.056	10.56	91.93
SV6	0.897	5.41	97.34
SV7	0.545	1.95	99.24
SV8	0.106	0.27	99.49
SV9	0.059	0.25	99.76
SV10	0.024	0.24	100