Regression on SRTM N43W080 (test)
-0.66NLPDFull-GP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Full-GPM (Number of Agents)=1, Method Category=Single Agent, N (Sample Size)=50002026.02 | -0.66 | 0.03 | |
| DQGP-DR-ADMMM (Number of Agents)=4, Method Category=Distributed, N (Sample Size)=50002026.02 | -0.36 | 0.03 | |
| DQGP-DR-ADMMM (Number of Agents)=8, Method Category=Distributed, N (Sample Size)=50002026.02 | -0.34 | 0.02 | |
| DQGP-DR-ADMMM (Number of Agents)=27, Method Category=Distributed, N (Sample Size)=50002026.02 | -0.19 | 0.02 | |
| Full-GP2026.02 | 0.19 | 0.06 | |
| DQGP-DR-ADMMM=42026.02 | 0.21 | 0.07 | |
| DQGP-DR-ADMMM=272026.02 | 0.34 | 0.07 | |
| DQGP-DR-ADMMM=82026.02 | 0.36 | 0.07 | |
| FACT-GPM=42026.02 | 1.06 | 0.16 | |
| FACT-GPM (Number of Agents)=4, Method Category=Distributed, N (Sample Size)=50002026.02 | 1.09 | 0.16 | |
| FACT-GPM=82026.02 | 1.14 | 0.18 | |
| FACT-GPM (Number of Agents)=8, Method Category=Distributed, N (Sample Size)=50002026.02 | 1.17 | 0.17 | |
| FACT-GPM (Number of Agents)=27, Method Category=Distributed, N (Sample Size)=50002026.02 | 1.21 | 0.18 | |
| FACT-GPM=272026.02 | 1.21 | 0.19 | |
| apxGPM=42026.02 | 12.82 | 0.29 | |
| apxGP-pxADMMM (Number of Agents)=4, Method Category=Distributed, N (Sample Size)=50002026.02 | 17.56 | 0.27 | |
| apxGPM=82026.02 | 30.82 | 0.31 | |
| apxGP-pxADMMM (Number of Agents)=8, Method Category=Distributed, N (Sample Size)=50002026.02 | 34.08 | 0.28 | |
| apxGP-pxADMMM (Number of Agents)=27, Method Category=Distributed, N (Sample Size)=50002026.02 | 37.91 | 0.28 | |
| apxGPM=272026.02 | 115.47 | 0.31 |