From: Improving binary classification using filtering based on k-NN proximity graphs
Classifier | DT (%) | LR (%) | NB (%) | SVM (%) | NN (%) | RF (%) | DES-LA (%) |
---|---|---|---|---|---|---|---|
ACC | 2.97 | 0.38 | 1.65 | 0.11 | 0.07 | 0.35 | 0.57 |
Sens | 6.14 | 0.85 | 3.07 | 0.26 | 1.41 | 2.59 | 1.12 |
Spec | 7.12 | 0.74 | 7.92 | − 0.15 | − 2.98 | 5.42 | − 1.08 |
AUC | − 1.53 | 4.53 | 3.76 | − 1.54 | − 2.56 | 4.23 | 0.17 |
BS | − 1.32 | 1.61 | 0.05 | 0.11 | 0.81 | 1.00 | − 0.13 |