Distribution Regression on Simulated Gaussian Distribution
0.218MSPE (Mean)E2M
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| E2Mn (sample size)=20002025.09 | 0.218 | 0.048 | |
| DFRn (sample size)=20002025.09 | 0.295 | 0.093 | |
| E2Mn (sample size)=10002025.09 | 0.415 | 0.058 | |
| DFRn (sample size)=10002025.09 | 0.541 | 0.189 | |
| E2Mn (sample size)=5002025.09 | 0.562 | 0.12 | |
| SDRn (sample size)=20002025.09 | 0.623 | 0.064 | |
| SDRn (sample size)=10002025.09 | 0.66 | 0.08 | |
| RFWLFRn (sample size)=20002025.09 | 0.691 | 0.065 | |
| GFRn (sample size)=20002025.09 | 0.729 | 0.049 | |
| GFRn (sample size)=10002025.09 | 0.742 | 0.055 | |
| SDRn (sample size)=5002025.09 | 0.753 | 0.105 | |
| GFRn (sample size)=5002025.09 | 0.766 | 0.058 | |
| RFWLFRn (sample size)=10002025.09 | 0.811 | 0.087 | |
| E2MSample Size (n)=2002025.09 | 0.851 | 0.158 | |
| GFRSample Size (n)=2002025.09 | 0.855 | 0.076 | |
| DFRn (sample size)=5002025.09 | 0.869 | 0.125 | |
| RFWLFRn (sample size)=5002025.09 | 0.927 | 0.11 | |
| IFRn (sample size)=5002025.09 | 0.929 | 0.078 | |
| IFRn (sample size)=20002025.09 | 0.93 | 0.071 | |
| IFRn (sample size)=10002025.09 | 0.933 | 0.074 | |
| IFRSample Size (n)=2002025.09 | 0.971 | 0.24 | |
| IFRSample Size (n)=1002025.09 | 1.002 | 0.254 | |
| GFRSample Size (n)=1002025.09 | 1.022 | 0.112 | |
| E2MSample Size (n)=1002025.09 | 1.048 | 0.135 | |
| IFRSample Size (n)=502025.09 | 1.103 | 0.229 | |
| SDRSample Size (n)=2002025.09 | 1.135 | 0.887 | |
| E2MSample Size (n)=502025.09 | 1.151 | 0.154 | |
| GFRSample Size (n)=502025.09 | 1.433 | 0.254 | |
| DFRSample Size (n)=2002025.09 | 1.634 | 0.289 | |
| DFRSample Size (n)=1002025.09 | 1.72 | 0.311 | |
| SDRSample Size (n)=1002025.09 | 1.741 | 1.315 | |
| DFRSample Size (n)=502025.09 | 1.832 | 0.411 | |
| SDRSample Size (n)=502025.09 | 4.983 | 10.645 |