Sufficient Dimension Reduction on Euclidean response settings Setting D
0.809Average Distance CorrelationGenSDR
Evaluation results
| Method | Links | |
|---|---|---|
| GenSDRSample size (n)=30002025.12 | 0.809 | |
| GenSDRSample size (n)=20002025.12 | 0.761 | |
| GSIRSample size (n)=30002025.12 | 0.732 | |
| GSIRSample size (n)=20002025.12 | 0.719 | |
| GenSDRSample size (n)=10002025.12 | 0.703 | |
| GMDDNetSample size (n)=30002025.12 | 0.697 | |
| GSIRSample size (n)=10002025.12 | 0.683 | |
| GMDDNetSample size (n)=20002025.12 | 0.629 | |
| BENNSample size (n)=30002025.12 | 0.575 | |
| BENNSample size (n)=20002025.12 | 0.559 | |
| GMDDNetSample size (n)=10002025.12 | 0.535 | |
| BENNSample size (n)=10002025.12 | 0.519 | |
| DDRSample size (n)=30002025.12 | 0.414 | |
| DDRSample size (n)=20002025.12 | 0.389 | |
| DDRSample size (n)=10002025.12 | 0.364 |