Table 1 Kernel method, sigma = 0.5 and 0.7, threshold, p = 0.35, adjustment, e = 0.00 and 0.05
Data set | Sigma | Adjustment (e) | CP (%) | Error in CP (%) | Total Error (%) |
|---|---|---|---|---|---|
Leukemia | 0.5 | 0 | 36 (50.0%) | 0 (0%) | 3 (4.17%) |
| Â | Â | 0.05 | 25 (34.7%) | 0 (0%) | 3 (4.17%) |
| Â | 0.7 | 0 | 43 (59.7%) | 0 (0%) | 3 (4.17%) |
| Â | Â | 0.05 | 36 (50.0%) | 0 (0%) | 3 (4.17%) |
Prostate | 0.5 | 0 | 32 (36.4%) | 4 (12.5%) | 21 (23.9%) |
| Â | Â | 0.05 | 30 (34.1%) | 3 (10.0%) | 21 (23.9%) |
| Â | 0.7 | 0 | 34 (38.6%) | 4 (11.8%) | 22 (25.0%) |
| Â | Â | 0.05 | 25 (28.4%) | 2 (8.00%) | 22 (25.0%) |
GCM | 0.5 | 0 | 154 (55.0%) | 6 (3.90%) | 39 (13.9%) |
| Â | Â | 0.05 | 134 (47.9%) | 3 (2.24%) | 39 (13.9%) |
| Â | 0.7 | 0 | 160 (57.1%) | 6 (3.75%) | 42 (15.0%) |
| Â | Â | 0.05 | 134 (47.9%) | 5 (3.73%) | 42 (15.0%) |