AVERAGE PROBABILITY | Sensitivity | Specificity | AUC | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Ensemble classifier | Individual classifiers | Ensemble classifier | Individual classifiers | Ensemble classifier | Individual classifiers | |||||||
min | max | average | min | max | average | min | max | average | ||||
Ensemble A | 1.0000 | 0.9211 | 0.9737 | 0.9474 | 0.8421 | 0.8421 | 0.8421 | 0.8421 | 0.9972 | 0.9626 | 0.9737 | 0.9681 |
Ensemble B | 0.9737 | 0.9211 | 0.9211 | 0.9211 | 0.8421 | 0.8421 | 0.8421 | 0.8421 | 0.9931 | 0.9557 | 0.9612 | 0.9584 |
Ensemble C | 1.0000 | 0.9211 | 0.9737 | 0.9539 | 0.8421 | 0.7368 | 0.8947 | 0.8421 | 0.9917 | 0.9501 | 0.9709 | 0.9602 |
Ensemble D | 1.0000 | 0.9211 | 0.9737 | 0.9386 | 0.9474 | 0.8421 | 0.9474 | 0.9035 | 0.9986 | 0.9557 | 0.9778 | 0.9677 |
Ensemble E | 1.0000 | 0.8947 | 1.0000 | 0.9518 | 0.8947 | 0.7368 | 0.9474 | 0.8553 | 0.9972 | 0.9418 | 0.9765 | 0.9643 |
Ensemble F | 1.0000 | 0.9211 | 0.9737 | 0.9430 | 0.9474 | 0.8421 | 0.9474 | 0.8816 | 0.9986 | 0.9557 | 0.9848 | 0.9672 |