Independence Testing on DGP random-mixture
0.0011GPU Wall-Clock Time (s)mHSIC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| mHSICn=500, d_ambient=10, Trials (M)=1,0002026.05 | 0.0011 | 25 | |
| mHSICn=1,000, d_ambient=10, Trials (M)=1,0002026.05 | 0.0012 | 24 | |
| mHSICn=2,000, d_ambient=10, Trials (M)=1,0002026.05 | 0.0013 | 26 | |
| mHSICn=4,000, d_ambient=10, Trials (M)=1,0002026.05 | 0.0039 | 33 | |
| mHSICn=8,000, d_ambient=10, Trials (M)=1,0002026.05 | 0.014 | 46 | |
| HSIC-permn=500, B=200, d_ambient=10, Trials (M)=1,0002026.05 | 0.028 | — | |
| HSIC-permn=1,000, B=200, d_ambient=10, Trials (M)=1,0002026.05 | 0.029 | — | |
| HSIC-permn=2,000, B=200, d_ambient=10, Trials (M)=1,0002026.05 | 0.034 | — | |
| mHSICn=16,000, d_ambient=10, Trials (M)=1,0002026.05 | 0.042 | 60 | |
| HSIC-permn=4,000, B=200, d_ambient=10, Trials (M)=1,0002026.05 | 0.129 | — | |
| HSIC-permn=8,000, B=200, d_ambient=10, Trials (M)=1,0002026.05 | 0.65 | — | |
| HSIC-permn=16,000, B=200, d_ambient=10, Trials (M)=1,0002026.05 | 2.532 | — |