Leukemia | q = 1 | q = 2 | q = 3 | q = 5 | q = 10 | q = 15 | q = 20 |
Nearest neighbor | 5.56% | 5.56% | 4.17% | 2.78% | 2.78% | 2.78% | 2.78% |
Aggregated trees | 5.56% | 5.56% | 1.39% | 1.39% | 2.78% | 2.78% | 2.78% |
Breast | q = 1 | q = 2 | q = 3 | q = 5 | q = 10 | q = 15 | q = 20 |
Nearest neighbor | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
Aggregated trees | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% |
Prostate | q = 1 | q = 2 | q = 3 | q = 5 | q = 10 | q = 15 | q = 20 |
Nearest neighbor | 13.73% | 7.84% | 4.90% | 6.86% | 4.90% | 4.90% | 5.88% |
Aggregated trees | 13.73% | 13.73% | 6.86% | 8.82% | 6.86% | 5.88% | 5.88% |
Colon | q = 1 | q = 2 | q = 3 | q = 5 | q = 10 | q = 15 | q = 20 |
Nearest neighbor | 27.42% | 22.58% | 22.58% | 19.35% | 16.13% | 17.74% | 19.35% |
Aggregated trees | 27.42% | 29.03% | 19.35% | 19.35% | 16.13% | 17.74% | 17.74% |
SRBCT | q = 1 | q = 2 | q = 3 | q = 5 | q = 10 | q = 15 | q = 20 |
Nearest neighbor | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1.59% |
Aggregated trees | 3.17% | 0.00% | 0.00% | 0.00% | 1.59% | 1.59% | 1.59% |
Lymphoma | q = 1 | q = 2 | q = 3 | q = 5 | q = 10 | q = 15 | q = 20 |
Nearest neighbor | 3.23% | 1.61% | 1.61% | 1.61% | 0.00% | 0.00% | 0.00% |
Aggregated trees | 3.23% | 1.61% | 1.61% | 1.61% | 0.00% | 0.00% | 0.00% |
Brain | q = 1 | q = 2 | q = 3 | q = 5 | q = 10 | q = 15 | q = 20 |
Nearest neighbor | 30.95% | 23.81% | 19.05% | 16.67% | 19.05% | 16.67% | 16.67% |
Aggregated trees | 42.86% | 23.81% | 21.43% | 19.05% | 14.29% | 11.90% | 11.90% |
NCI | q = 1 | q = 2 | q = 3 | q = 5 | q = 10 | q = 15 | q = 20 |
Nearest neighbor | 40.98% | 40.98% | 36.07% | 29.51% | 24.59% | 27.87% | 26.23% |
Aggregated trees | 49.18% | 47.54% | 39.34% | 29.51% | 21.31% | 21.31% | 19.67% |