From: Computational protein biomarker prediction: a case study for prostate cancer
 | # of peaks used | |||||||
---|---|---|---|---|---|---|---|---|
 | 10 | 15 | 20 | 25 | 30 | 35 | 50 | 70 |
Quadr. Discr. | 74.7 (7.4) | 74.7 (9.6) | 74.1 (8.4) | 74.7 (7.1) | 78.2 (6.8) | 77.8 (7.3) | 78.7 (6.6) | 76.8 (7.1) |
Nonpar (Kernel) | 76.7 (7.1) | 77.4 (8.4) | 77.7 (6.9) | 78.6 (6.6) | 80.0 (6.3) | 79.9 (7.3) | 78.1 (6.5) | 76.1 (7.6) |
kNN | 73.4 (7.4) | 76.4 (6.9) | 76.9 (6.0) | 76.6 (6.1) | 75.8 (6.7) | 77.2 (6.9) | 73.9 (7.5) | 69.8 (6.7) |
Fisher Linear | 72.4 (7.3) | 77.3 (6.9) | 80.8 (6.5) | 80.1 (5.8) | 81.8 (6.0) | 84.6 (5.2) | 85.5 (6.1) | 84.3 (5.1) |
Linear SVM | 75.4 (6.4) | 79.3 (7.4) | 81.7 (7.2) | 81.3 (5.7) | 83.7 (6.8) | 83.1 (6.6) | 83.5 (6.1) | 84.0 (6.2) |