From: Identification of properties important to protein aggregation using feature selection
 | 560 features | 7 features | 10 features | |||
---|---|---|---|---|---|---|
 | Accuracy | MCC | Accuracy | MCC | Accuracy | MCC |
SVM-linear | 0.759 | 0.518 | 0.771 | 0.542 | 0.788 | 0.576 |
RF | 0.748 | 0.497 | 0.737 | 0.474 | 0.782 | 0.564 |
GBM | 0.754 | 0.509 | 0.718 | 0.436 | 0.797 | 0.593 |
RPART | 0.717 | 0.435 | 0.751 | 0.502 | 0.729 | 0.457 |
NNet | 0.754 | 0.507 | 0.734 | 0.468 | 0.780 | 0.558 |
PLS | 0.740 | 0.479 | 0.788 | 0.578 | 0.782 | 0.565 |
KNN | 0.762 | 0.530 | 0.763 | 0.524 | 0.763 | 0.528 |
NB | 0.731 | 0.465 | 0.743 | 0.488 | 0.790 | 0.581 |
Ada | 0.754 | 0.509 | 0.740 | 0.479 | 0.779 | 0.558 |