Regression on Semi-synthetic regression dataset
1O-negnegative-capable ridge family
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| negative-capable ridge familyAlignment=Weak, Noise=High, rho_W=0.86672025.08 | 1 | 1 | 0.7328 | 0.5795 | 20.915 | 0.0067 | 0.9762 | |
| negative-capable ridge familyAlignment=Weak, Noise=Low, rho_W=0.86672025.08 | 1 | 1 | 0.5608 | 0.2786 | 50.3172 | 0 | 1 | |
| negative-capable ridge familyAlignment=Balanced, Noise=Low, rho_W=0.45062025.08 | 1 | 1 | 0.4194 | 0.2443 | 41.7647 | 0.0008 | 0.9976 | |
| negative-capable ridge familyAlignment=Strong, Noise=Low, rho_W=0.08262025.08 | 1 | 1 | 0.3407 | 0.2276 | 33.2033 | 0.0032 | 0.9786 | |
| negative-capable ridge familyAlignment=Balanced, Noise=High, rho_W=0.45062025.08 | 0.981 | 0.9905 | 0.6367 | 0.5587 | 12.2587 | 0.0086 | 0.9333 | |
| negative-capable ridge familyAlignment=Strong, Noise=High, rho_W=0.08262025.08 | 0.9524 | 0.95 | 0.5846 | 0.541 | 7.4624 | 0.0092 | 0.819 |