Table 2 Mean and standard deviation (in parentheses) of correction 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 | 53.1(9.5) | 56.3(8.4) | 59.3(8.8) | 71.9(8.9) | 68.8(8.1) | 71.9(8.6) |
Colon | 57.1(7.8) | 61.9(7.3) | 66.6(7.1) | 80.9(6.3) | 85.7(6.4) | 80.9(6.4) |
Leukemia | 57.7(9.3) | 53.8(9.0) | 61.5(9.5) | 76.9(8.4) | 76.9(9.1) | 80.7(8.9) |
Ovarian | 57.1(6.4) | 67.9(7.4) | 75.0(5.4) | 78.6(5.9) | 79.8(5.1) | 82.1(5.8) |
Average | 56.3(8.3) | 60.0(8.0) | 65.6(7.7) | 77.1(7.4) | 77.8(7.2) | 78.9(7.4) |
M = 10 for ANN | ||||||
Breast | 64.3(8.5) | 67.3(8.7) | 65.7(8.3) | 75.4(8.3) | 71.8(7.5) | 75.8(8.0) |
Colon | 62.0(7.5) | 71.2(7.2) | 75.2(6.5) | 85.1(6.7) | 82.9(6.1) | 83.9(6.3) |
Leukemia | 65.3(8.8) | 69.2(8.4) | 76.3(8.8) | 84.6(8.9) | 83.1(8.1) | 85.6(8.3) |
Ovarian | 61.9(7.5) | 65.4(7.7) | 78.6(6.4) | 80.9(6.8) | 82.1(6.4) | 83.3(6.8) |
Average | 63.4(8.1) | 68.3(8.0) | 74.0(7.5) | 81.5(7.7) | 80.0(7.0) | 82.2(7.4) |