Water flux prediction on Forward Osmosis (FO) water flux independent (test)
0.999R^2 ScoreHybrid Robust GPR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Hybrid Robust GPRModel Type=Hybrid Robust GPR2025.12 | 0.999 | 1.65 | 1.211 | 0.26 | |
| Robust GPR (Pure ML)Model Type=Robust GPR (Pure ML)2025.12 | 0.998 | 2.01 | 1.55 | 0.35 | |
| Hybrid ANN (Residual)Model Type=Hybrid ANN (Residual)2025.12 | 0.9693 | 2.45 | 1.986 | 3.99 | |
| Pure ANN (MLP)Model Type=Pure ANN (MLP)2025.12 | 0.9301 | 3.32 | 2.893 | 5.82 |