Table 3 Average over ten ten-fold cross-validation runs for given models trained on the 3-class classification subset
Algorithm | Embedded feature selection | Accuracy (%) | Kappa | AUC |
|---|---|---|---|---|
J48 tree | Yes | 61.6 | 0.42 | 0.73 |
J48 tree, min. 5 instances/leaf | Yes | 59.1 | 0.38 | 0.73 |
Jrip rules | Yes | 57.8 | 0.36 | 0.70 |
Bagging of J48 | No | 65.0 | 0.47 | 0.82 |
Bagging of J48 | Yes | 62.6 | 0.44 | 0.80 |