Table 4.
Accuracy, recall, and AUROC values on the test instances for the best model produced by the considered techniques.
Test Set | ANN | DT | ET | RF | SVM | KNN | LR |
---|---|---|---|---|---|---|---|
Accuracy | 76.5% | 79.0% | 77.6% | 79.4% | 51.2% | 79.5% | 81.1% |
Recall | 73.0% | 63.4% | 70.6% | 69.4% | 86.3% | 63.2% | 48.7% |
AUROC | 0.75 | 0.73 | 0.75 | 0.76 | 0.65 | 0.55 | 0.55 |
Note that for this problem, accuracy is biased.