Table 4.
Mean and standard deviation (in parentheses) of specificity scores (%), calculated over 50 hold out runs.
| DATASET | ALL | GA-FS | H-MTL | GA-MTL | GA-MTL-IR | e-GA-MTL |
| M = 2 for ANN | ||||||
| Breast | 53.0(9.9) | 58.8(8.6) | 52.9(9.0) | 70.7(8.7) | 64.7(9.2) | 64.8(9.2) |
| Colon | 71.3(10.2) | 64.7(9.5) | 73.4(8.4) | 85.7(9.8) | 85.7(9.1) | 85.7(8.4) |
| Leukemia | 55.6(7.5) | 44.4(8.3) | 55.4(8.1) | 71.7(7.8) | 77.8(7.5) | 83.3(7.4) |
| Ovarian | 55.6(6.1) | 64.9(6.2) | 74.4(6.1) | 77.7(7.6) | 79.7(7.3) | 81.5(7.0) |
| Average | 58.5(8.4) | 58.6(8.1) | 64.3(8.0) | 76.1(8.4) | 76.3(8.2) | 78.8(8.0) |
| M = 10 for ANN | ||||||
| Breast | 48.1(8.8) | 55.4(8.4) | 65.1(8.0) | 69.2(8.1) | 63.9(9.6) | 66.8(8.4) |
| Colon | 71.3(10.0) | 85.3(9.7) | 83.5(10.5) | 92.2(9.7) | 93.1(10.0) | 92.6(10.8) |
| Leukemia | 65.4(8.5) | 77.4(7.8) | 75.6(8.1) | 64.8(6.8) | 78.4(6.2) | 91.5(6.0) |
| Ovarian | 61.3(5.1) | 65.6(5.9) | 77.0(4.3) | 79.4(5.0) | 87.0(5.4) | 80.4(5.5) |
| Average | 61.0(8.1) | 71.8(8.1) | 75.8(7.6) | 78.1(7.9) | 82.2(7.8) | 82.6(7.6) |