Table 4.
Genetic algorithm methods results and genes distribution across PRE co-expression network modules
| Methods | <LOO> | LOO max | MP1 | MP2 | MP3 | MP4 | MP5 | MP6 | MP7 | MP8 |
|---|---|---|---|---|---|---|---|---|---|---|
| GANN |
0.940 |
0.965 |
0.92 |
1.06 |
1.07 |
1.13 |
1.11 |
0.91 |
0.91 |
0.98 |
| GADA | 0.952 | 0.978 | 1.54 | 0.94 | 1.02 | 1.31 | 0.59 | 1.17 | 0.90 | 0.91 |
Notes: LOO: leave-one-out cross-validation procedure; <LOO> corresponds to the average LOO cross-validation value in the 25 runs; LOOmax is the maximum LOO value obtained. The numbers in each of the CoP modules correspond to a ratio of modules that participate in the total 25 models.