From: Recursive SVM feature selection and sample classification for mass-spectrometry and microarray data
Levela | ReduceSVb | P(sv-diff)c | ReduceTestd | P(test-diff)e | ImproveRecf | P(rec-diff)g | ReduceOSVh | P(osv-diff)i |
---|---|---|---|---|---|---|---|---|
800 | 3.25% | 4.49E-41 | -65.19% | 5.65E-36 | -10.14% | 3.36E-75 | 50.37% | 5.97E-35 |
600 | 5.80% | 1.90E-57 | -70.27% | 3.04E-35 | -7.14% | 5.18E-56 | 72.28% | 1.10E-49 |
500 | 7.02% | 8.20E-63 | -59.63% | 1.81E-37 | -5.13% | 3.37E-39 | 80.54% | 1.17E-56 |
400 | 8.26% | 1.68E-67 | -41.43% | 8.31E-25 | -2.57% | 4.53E-12 | 89.04% | 2.51E-64 |
300 | 7.72% | 1.20E-58 | -19.14% | 2.18E-13 | 0.75% | 4.92E-02 | 93.44% | 7.46E-65 |
200 | 7.21% | 4.54E-51 | -6.53% | 2.56E-04 | 4.00% | 7.15E-16 | 93.91% | 1.47E-61 |
150 | 9.13% | 1.29E-71 | 2.63% | 1.20E-01 | 6.47% | 8.41E-23 | 93.59% | 6.27E-61 |
100 | 8.30% | 1.42E-64 | 5.56% | 8.04E-04 | 7.69% | 3.50E-22 | 92.44% | 1.33E-61 |
90 | 8.36% | 2.01E-72 | 4.31% | 1.15E-02 | 6.99% | 8.74E-19 | 91.37% | 2.60E-61 |
80 | 8.01% | 6.63E-71 | 4.45% | 1.99E-02 | 6.99% | 9.33E-18 | 90.26% | 2.65E-60 |
70 | 7.17% | 1.29E-67 | 6.59% | 3.78E-04 | 7.52% | 2.80E-16 | 88.56% | 7.55E-62 |
60 | 6.67% | 2.65E-65 | 6.16% | 2.32E-03 | 7.27% | 5.72E-13 | 86.38% | 2.60E-62 |
50 | 5.82% | 1.08E-58 | 7.70% | 1.34E-04 | 7.42% | 3.71E-12 | 83.82% | 1.23E-61 |