Multitarget Regression on Water Quality dataset (5-fold cross-validation)
1.96RMSEMLP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MLPIndicator=Magnesium, Dimensionality Reduction=PCA (15 principal components)2025.12 | 1.96 | 0.92 | 9.71 | |
| MLPIndicator=Chlorides, Dimensionality Reduction=PCA (15 principal components)2025.12 | 2.74 | 0.99 | 6.75 | |
| MLPIndicator=Sodium, Dimensionality Reduction=PCA (15 principal components)2025.12 | 5.68 | 0.92 | 14.8 | |
| MLPIndicator=TOC, Dimensionality Reduction=PCA (15 principal components)2025.12 | 7.39 | 0.96 | 35 | |
| MLPIndicator=Calcium, Dimensionality Reduction=PCA (15 principal components)2025.12 | 11.27 | 0.89 | 11.32 | |
| MLPIndicator=Conductivity, Dimensionality Reduction=PCA (15 principal components)2025.12 | 73.51 | 0.9 | 7.26 |