Regression on Concrete Compressive Strength (CCS) (10-fold CV)
10.947TMSE (20% trim)rRNet
Evaluation results
| Method | Links | |
|---|---|---|
| rRNetarchitecture=3-layer MLP, hidden nodes=21, beta=0.5, k-fold=102026.02 | 10.947 | |
| rRNetarchitecture=3-layer MLP, hidden nodes=21, beta=0.7, k-fold=102026.02 | 11.445 | |
| rRNetarchitecture=3-layer MLP, hidden nodes=21, beta=0.3, k-fold=102026.02 | 11.454 | |
| MAEarchitecture=3-layer MLP, hidden nodes=21, k-fold=102026.02 | 11.629 | |
| LTAarchitecture=3-layer MLP, hidden nodes=21, k-fold=102026.02 | 11.738 | |
| Tukey's Marchitecture=3-layer MLP, hidden nodes=21, k-fold=102026.02 | 12.078 | |
| Huber's Marchitecture=3-layer MLP, hidden nodes=21, k-fold=102026.02 | 12.372 | |
| rRNetarchitecture=3-layer MLP, hidden nodes=21, beta=0.1, k-fold=102026.02 | 13.555 | |
| rRNetarchitecture=3-layer MLP, hidden nodes=21, beta=1, k-fold=102026.02 | 13.931 | |
| LSEarchitecture=3-layer MLP, hidden nodes=21, k-fold=102026.02 | 14.042 | |
| LTSarchitecture=3-layer MLP, hidden nodes=21, k-fold=102026.02 | 14.042 | |
| LMLSarchitecture=3-layer MLP, hidden nodes=21, k-fold=102026.02 | 14.234 |