Sufficient Dimension Reduction on SPD Matrix-Valued Simulation Setting E
0.974Avg Distance CorrelationGenSDR
Evaluation results
| Method | Links | |
|---|---|---|
| GenSDRDistribution of X=U([0, 1]^d), Sample size=1000, Covariate dimension (dx)=502025.12 | 0.974 | |
| GenSDRDistribution of X=N(0, Idx), Sample size=1000, Covariate dimension (dx)=502025.12 | 0.973 | |
| GenSDRDistribution of X=N(0, HH^T), Sample size=1000, Covariate dimension (dx)=502025.12 | 0.973 | |
| FCCov-NetDistribution of X=U([0, 1]^d), Sample size=1000, Covariate dimension (dx)=502025.12 | 0.881 | |
| FCCov-NetDistribution of X=N(0, HH^T), Sample size=1000, Covariate dimension (dx)=502025.12 | 0.767 | |
| FCCov-NetDistribution of X=N(0, Idx), Sample size=1000, Covariate dimension (dx)=502025.12 | 0.759 |