Table 7.
Classifier | Attributes | MAE | RMSE | RAE | RRSE |
---|---|---|---|---|---|
C4.5 decision tree | 7 | 0.33 | 0.46 | 86.12 | 104.99 |
k-Nearest Neighbor | 7 | 0.33 | 0.57 | 86.02 | 130.45 |
Logistic Regression | 7 | 0.31 | 0.40 | 80.33 | 91.63 |
Neural Network | 7 | 0.31 | 0.42 | 80.42 | 96.26 |
Random Forest | 7 | 0.31 | 0.40 | 81.26 | 92.33 |
Naïve Bayes | 7 | 0.26 | 0.41 | 68.47 | 95.24 |