Feature selection method | ||||||||
---|---|---|---|---|---|---|---|---|
Estimate type | T-test | IG-1D | IG-2D | T-test+lasso | T-test | IG-1D | IG-2D | T-test+lasso |
MA-145 data set | G-145 data set | |||||||
OOB | 0.720 | 0.736 | 0.726 | 0.822 | 0.713 | 0.796 | 0.763 | 0.861 |
Cross-validation | 0.665 | 0.674 | 0.670 | 0.643 | 0.653 | 0.672 | 0.661 | 0.638 |
Ensemble | 0.702 | 0.727 | 0.711 | 0.699 | 0.689 | 0.705 | 0.712 | 0.698 |