Table 5 Mean and standard deviation (in parentheses) of precision 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 | 50.0(8.8) | 53.3(8.4) | 55.5(8.4) | 68.8(8.1) | 64.7(7.9) | 66.7(8.2) |
Colon | 33.3(8.7) | 25.0(8.1) | 42.9(7.4) | 71.4(7.8) | 75.0(7.7) | 71.4(7.4) |
Leukemia | 38.5(7.7) | 37.5(7.9) | 42.8(7.5) | 58.3(7.6) | 60.0(7.4) | 66.7(7.1) |
Ovarian | 42.9(6.4) | 53.7(6.6) | 62.6(6.1) | 66.6(6.8) | 68.6(7.1) | 71.4(6.5) |
Average | 41.2(7.9) | 42.4(7.8) | 51.0(7.4) | 66.3(7.6) | 67.1(7.5) | 69.1(7.3) |
M = 10 for ANN | ||||||
Breast | 42.6(9.2) | 60.0(9.0) | 65.4(9.7) | 82.4(8.4) | 82.1(9.2) | 82.6(9.1) |
Colon | 51.2(7.5) | 56.2(7.4) | 64.7(7.3) | 70.6(8.1) | 66.7(8.2) | 68.4(7.3) |
Leukemia | 46.1(7.8) | 63.1(7.4) | 63.6(7.6) | 57.0(7.4) | 60.0(6.4) | 67.1(6.8) |
Ovarian | 47.6(5.4) | 53.6(5.7) | 66.4(4.3) | 68.4(5.1) | 78.2(5.0) | 72.1(5.5) |
Average | 46.9(7.5) | 58.2(7.4) | 65.0(7.2) | 69.6(7.3) | 71.8(7.2) | 72.6(7.2) |