TABLE 4. Ensemble-Models: Overall Performance.
| Accuracy (%) | Kappa Statistic (%) | RRSE (%) | Weighted AUROC (%) | |
|---|---|---|---|---|
| C4.5+RF | 0.973 | 0.965 | 0.378 | 0.994 |
| SVM+RF | 0.978 | 0.975 | 0.257 | 0.997 |
| C4.5+kNN | 0.960 | 0.948 | 0.336 | 0.990 |
| SVM+kNN | 0.971 | 0.962 | 0.297 | 0.993 |
| SVM+BayesNet +kNN | 0.960 | 0.948 | 0.319 | 0.999 |
| C4.5+Bayes Net+kNN | 0.960 | 0.948 | 0.328 | 0.996 |
| All models | 0.973 | 0.965 | 0.288 | 1.001 |