Parameter combination | Training Model | R2 | RMSE | MAE | |||
Training | Validation | Training | Validation | Training | Validation | ||
Dimensional | subtractive Clustring | 0.95 | 0.96 | 0.0365 | 0.0742 | 0.38 | 0.39 |
Fuzzy C means | 0.63 | 0.81 | 0.1139 | 0.1567 | 0.89 | 0.72 | |
Non-dimensional | subtractive Clustring | 0.87 | 0.83 | 0.008 | 0.013 | 0.083 | 0.071 |
Fuzzy C means | 0.70 | 0.53 | 0.0136 | 0.0318 | 0.123 | 0.176 |