Sufficient Dimension Reduction on SPD Matrix-Valued Simulation Setting F
0.916Average Distance CorrelationGenSDR
Evaluation Results
| Method | Links | |
|---|---|---|
| GenSDRSample size (n)=1500, Covariate dimension (dx)=502025.12 | 0.916 | |
| GenSDRSample size (n)=1000, Covariate dimension (dx)=502025.12 | 0.894 | |
| GenSDRSample size (n)=500, Covariate dimension (dx)=502025.12 | 0.859 | |
| FCCov-NetSample size (n)=1500, Covariate dimension (dx)=502025.12 | 0.85 | |
| FCCov-NetSample size (n)=1000, Covariate dimension (dx)=502025.12 | 0.841 | |
| FCCov-NetSample size (n)=500, Covariate dimension (dx)=502025.12 | 0.814 |