Table 1 Mean and standard deviation (in parentheses) of BACC 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 | 53.2(9.3) | 56.1(8.6) | 59.8(8.5) | 72.0(8.3) | 69.0(8.4) | 72.4(8.4) |
Colon | 50.0(8.8) | 46.7(8.5) | 58.1(7.9) | 78.6(8.4) | 85.7(8.1) | 78.6(7.8) |
Leukemia | 59.1(7.8) | 59.7(8.2) | 65.2(7.9) | 79.6(7.9) | 76.4(7.7) | 84.5(7.6) |
Ovarian | 57.8(6.8) | 69.1(6.8) | 75.6(3.8) | 78.9(7.2) | 79.9(7.1) | 82.4(7.1) |
Average | 54.8(8.2) | 58.1(8.0) | 64.8(7.8) | 77.1(7.9) | 77.4(7.8) | 79.5(7.7) |
M = 10 for ANN | ||||||
Breast | 54.2(9.3) | 59.3(8.9) | 69.2(9.2) | 74.9(8.8) | 72.3(9.3) | 76.2(8.7) |
Colon | 57.0(8.9) | 64.4(8.6) | 67.4(9.0) | 82.2(8.6) | 82.7(8.6) | 82.5(8.8) |
Leukemia | 68.4(8.1) | 76.2(7.7) | 76.6(8.0) | 76.8(7.5) | 76.4(7.1) | 91.4(7.2) |
Ovarian | 63.0(6.3) | 68.5(6.6) | 78.8(5.9) | 80.3(6.0) | 83.5(6.2) | 83.6(6.3) |
Average | 60.4(8.2) | 67.6(8.0) | 73.2(8.0) | 79.4(8.0) | 79.5(7.8) | 83.3(7.7) |