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Table 10 Comparison of R-SVM vs. WV on Data-R

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

Levela ReduceTestd P(test-diff)e ImproveRecf P(rec-diff)g
800 26.23% 6.15E-11 -14.40% 1.76E-72
600 21.40% 5.51E-08 -20.69% 4.32E-74
500 20.28% 1.12E-09 -22.89% 1.23E-75
400 18.40% 2.70E- 10 -25.16% 2.38E-75
300 14.86% 5.51E-08 -28.52% 1.01E-76
200 18.18% 5.64E-07 -26.47% 3.99E-83
150 13.35% 1.26E-05 -23.87% 4.98E-77
100 13.07% 5.64E-07 -18.37% 1.21E-63
90 13.53% 1.26E-05 -17.91% 1.03E-60
80 15.34% 4.69E-06 -16.69% 1.16E-57
70 12.04% 4.09E-04 -15.49% 4.30E-52
60 12.76% 5.64E-07 -13.95% 4.61E-47
50 9.09% 4.09E-04 -12.68% 3.89E-42
40 8.75% 1.79E-03 -10.50% 1.00E-35
30 8.90% 1.83E-04 -7.77% 2.22E-32
  1. a,d,e,f,g Same as in Table 8.