Table 3 Mean and standard deviation (in parentheses) of sensitivity 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 | 53.3(8.7) | 53.3(8.5) | 66.7(8.0) | 73.3(7.8) | 73.3(7.5) | 80.0(7.6) |
Colon | 28.6(7.4) | 28.6(7.5) | 42.8(7.4) | 71.4(7.0) | 85.7(7.1) | 71.4(7.1) |
Leukemia | 62.5(8.1) | 75.0(8.0) | 75.0(7.7) | 87.5(7.9) | 75.0(7.8) | 85.7(7.7) |
Ovarian | 60.0(7.5) | 73.3(7.4) | 76.7(7.4) | 80.0(6.7) | 80.0(6.9) | 83.3(7.2) |
Average | 51.1(7.9) | 57.6(7.9) | 65.3(7.6) | 78.1(7.4) | 78.5(7.3) | 80.1(7.4) |
M = 10 for ANN | ||||||
Breast | 60.2(9.8) | 63.2(9.4) | 73.3(10.4) | 80.5(9.5) | 80.6(9.0) | 85.6(9.0) |
Colon | 42.7(7.8) | 43.4(7.5) | 51.2(7.4) | 72.1(7.5) | 72.3(7.1) | 72.3(6.8) |
Leukemia | 71.3(7.6) | 75.0(7.5) | 77.5(7.9) | 88.7(8.1) | 74.3(7.9) | 91.2(8.3) |
Ovarian | 64.7(7.5) | 71.4(7.3) | 80.5(7.4) | 81.2(7.0) | 80.0(6.9) | 86.7(7.1) |
Average | 59.7(8.2) | 63.3(7.9) | 70.6(8.3) | 80.6(8.0) | 76.8(7.7) | 84.0(7.8) |