Classifier | Accuracy | TPR | FPR | TNR | FNR | F measure |
---|---|---|---|---|---|---|
Random forest | 70.86 | 0.58 | 0.19 | 0.81 | 0.42 | 0.59 |
Support vector machine | 69.16 | 0.49 | 0.16 | 0.84 | 0.51 | 0.53 |
J48 (C4.5) | 60.11 | 0.47 | 0.26 | 0.74 | 0.53 | 0.47 |
Naïve Bayes | 57.24 | 0.45 | 0.29 | 0.71 | 0.55 | 0.44 |
k-Nearest Neighbors | 49.17 | 0.25 | 0.16 | 0.84 | 0.75 | 0.31 |