Regression on Qsar Fish Toxicity
8.04Mean % Improvement in MSE (vs RF(10))EST-PD(Norm)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EST-PD(Norm)Number of features (P)=62025.05 | 8.04 | 0.18 | |
| EST-PD(Hypsec)Number of features (P)=62025.05 | 8 | 0.18 | |
| RF(100)Number of features (P)=82025.05 | 6.94 | 0.22 | |
| EST-PD(Norm)Number of features (P)=82025.05 | 6.72 | 0.2 | |
| EST-PD(Hypsec)Number of features (P)=82025.05 | 6.65 | 0.2 | |
| RF(50)Number of features (P)=82025.05 | 6.28 | 0.21 | |
| RF(100)Number of features (P)=62025.05 | 6.25 | 0.17 | |
| RF(50)Number of features (P)=62025.05 | 5.62 | 0.17 | |
| RF(20)Number of features (P)=82025.05 | 4.27 | 0.18 | |
| RF(20)Number of features (P)=62025.05 | 3.47 | 0.14 | |
| GPNumber of features (P)=62025.05 | -19.49 | 0.73 | |
| GPNumber of features (P)=82025.05 | -47.49 | 1.41 |