Lower Level Model AUCs
| Lower Level Model | AUCs |
|---|---|
| avNNet | 0.51384 |
| bagEarth | 0.56767 |
| bagEarthGCV | 0.627615 |
| blasso | 0.505632 |
| blassoAveraged | 0.502092 |
| bridge | 0.537496 |
| cforest | 0.629224 |
| ctree | 0.464355 |
| ctree2 | 0.55037 |
| cubist | 0.518828 |
| earth | 0.493804 |
| gamboost | 0.558899 |
| gaussprLinear | 0.660927 |
| gaussprPoly | 0.508851 |
| gaussprRadial | 0.625201 |
| gbm | 0.57821 |
| gcvEarth | 0.588268 |
| glm | 0.550853 |
| glmboost | 0.57982 |
| glmnet | 0.516575 |
| glmStepAIC | 0.652398 |
| icr | 0.538622 |
| kernelpls | 0.53122 |
| kknn | 0.622063 |
| knn | 0.492758 |
| lars | 0.610396 |
| lars2 | 0.497103 |
| leapBackward | 0.51046 |
| leapForward | 0.504345 |
| leapSeq | 0.592855 |
| lm | 0.643869 |
| lmStepAIC | 0.67364 |
| mlp | 0.523656 |
| mlpML | 0.543772 |
| mlpWeightDecay | 0.487287 |
| mlpWeightDecayML | 0.535726 |
| nnet | 0.515127 |
| nnls | 0.478919 |
| parRF | 0.512955 |
| pcaNNet | 0.579176 |
| pcr | 0.542002 |
| penalized | 0.543772 |
| pls | 0.507242 |
| ppr | 0.581107 |
| ranger | 0.50354 |
| rbfDDA | 0.506759 |
| rf | 0.612005 |
| rlm | 0.523495 |
| rpart | 0.526955 |
| rpart1SE | 0.436112 |
| rpart2 | 0.517058 |
| RRF | 0.521242 |
| RRFglobal | 0.50177 |
| rvmLinear | 0.476505 |
| rvmRadial | 0.525587 |
| simpls | 0.541036 |
| spls | 0.484551 |
| svmLinear | 0.672192 |
| svmLinear2 | 0.550048 |
| svmLinear3 | 0.600418 |
| svmPoly | 0.477148 |
| svmRadial | 0.590924 |
| svmRadialCost | 0.658674 |
| svmRadialSigma | 0.58674 |
| treebag | 0.574992 |
| widekernelpls | 0.534599 |
| WM | 0.56767 |
| xgbDART | 0.507 |
| xgbLinear | 0.52607 |
| xgbTree | 0.55375 |