Regression on Boston Housing Price (BHP) (k-fold cross-validation)
0.0014TMSE (20% trim)rRNet
Evaluation results
| Method | Links | |
|---|---|---|
| rRNetarchitecture=3-layer MLP, hidden nodes=8, beta=0.3, k-fold=102026.02 | 0.0014 | |
| rRNetarchitecture=3-layer MLP, hidden nodes=8, beta=0.5, k-fold=102026.02 | 0.0015 | |
| Tukey's Marchitecture=3-layer MLP, hidden nodes=8, k-fold=102026.02 | 0.0015 | |
| rRNetarchitecture=3-layer MLP, hidden nodes=8, beta=0.7, k-fold=102026.02 | 0.0015 | |
| MAEarchitecture=3-layer MLP, hidden nodes=8, k-fold=102026.02 | 0.0015 | |
| LTAarchitecture=3-layer MLP, hidden nodes=8, k-fold=102026.02 | 0.0015 | |
| rRNetarchitecture=3-layer MLP, hidden nodes=8, beta=0.1, k-fold=102026.02 | 0.0016 | |
| Huber's Marchitecture=3-layer MLP, hidden nodes=8, k-fold=102026.02 | 0.0016 | |
| LSEarchitecture=3-layer MLP, hidden nodes=8, k-fold=102026.02 | 0.0017 | |
| rRNetarchitecture=3-layer MLP, hidden nodes=8, beta=1, k-fold=102026.02 | 0.0017 | |
| LTSarchitecture=3-layer MLP, hidden nodes=8, k-fold=102026.02 | 0.0017 | |
| LMLSarchitecture=3-layer MLP, hidden nodes=8, k-fold=102026.02 | 0.0018 |