| Accuracy | Sensitivity | Specificity | AUC |
---|---|---|---|---|
SVM | 0.451900 | 0.468200 | 0.435600 | 0.429016 |
 | (0.00988) | (0.02144) | (0.02314) | (0.01318) |
RF | 0.562200 | 0.557600 | 0.566800 | 0.591170 |
 | (0.00540) | (0.00853) | (0.00806) | (0.00635) |
PLS + LDA | 0.610000 | 0.608000 | 0.612000 | 0.610032 |
 | (0.00561) | (0.00860) | (0.00797) | (0.00561) |
PCA + LDA | 0.503600 | 0.501800 | 0.505400 | 0.505236 |
 | (0.00617) | (0.00674) | (0.00680) | (0.00753) |
PLS + RF | 0.612200 | 0.586400 | 0.638000 | 0.648102 |
 | (0.00506) | (0.01250) | (0.01198) | (0.00595) |
PLS + QDA | 0.607500 | 0.617200 | 0.597800 | 0.607500 |
 | (0.00577) | (0.01142) | (0.01218) | (0.00577) |
PLR | 0.540800 | 0.538000 | 0.543600 | 0.557342 |
 | (0.00459) | (0.00819) | (0.00804) | (0.00553) |
PLS | 0.600300 | 0.600400 | 0.600200 | 0.647896 |
 | (0.00542) | (0.01319) | (0.01361) | (0.00609) |
Greedy | 0.596600 | 0.581800 | 0.611400 | 0.621590 |
 | (0.00559) | (0.01117) | (0.01045) | (0.00657) |
Ensemble | 0.613000 | 0.606200 | 0.619800 | 0.653700 |
 | (0.00563) | (0.00823) | (0.00729) | (0.00587) |