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Table 6 The CV results on the human breast cancer dataset

From: Recursive SVM feature selection and sample classification for mass-spectrometry and microarray data

Levela R-SVM SVM-RFE
  CV2b MeanSVc CV2b MeanSVc
98 28.7% 54.65 28.70% 54.65
88 27.9% 50.10 29.40% 55.25
79 29.4% 49.28 30.10% 52.21
71 29.4% 47.48 30.90% 50.88
63 27.9% 44.65 27.90% 48.42
56 27.2% 42.50 27.90% 46.02
50 27.9% 40.04 26.50% 40.13
45 25.7% 38.65 26.50% 40.25
40 24.3% 37.04 27.90% 34.88
36 23.5% 35.16 27.90% 34.51
32 22.1% 33.26 27.90% 30.75
28 22.8% 32.04 27.20% 27.77
25 22.1% 31.24 30.90% 24.61
22 22.1% 31.15 34.60% 23.93
19 22.8% 32.10 30.10% 26.79
17 25.7% 33.26 29.40% 31.28
15 23.5% 35.68 25.70% 35.10
13 19.9% 37.40 26.50% 42.15
11 22.1% 37.83 25.00% 46.03
9 21.3% 42.01 24.30% 50.18
8 17.6% 44.07 22.10% 49.93
7 23.5% 50.29 20.60% 51.43
6 22.1% 54.73 20.60% 52.39
5 22.1% 57.98 20.60% 52.18
4 22.8% 59.75 25.00% 58.92
3 27.2% 78.90 32.40% 77.46
  1. a,b,c Same as in Table 4.