Marginal Likelihood Estimation on KEGG
1.08Test Log-LikelihoodCG
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CGPathwise=false, Warm Start=false, Learning Rate=0.1, Outer-loop steps=1002024.05 | 1.08 | 28 | |
| CGPathwise=false, Warm Start=true, Learning Rate=0.1, Outer-loop steps=1002024.05 | 1.08 | 26.4 | |
| CGPathwise=true, Warm Start=false, Learning Rate=0.1, Outer-loop steps=1002024.05 | 1.08 | 12.8 | |
| CGPathwise=true, Warm Start=true, Learning Rate=0.1, Outer-loop steps=1002024.05 | 1.08 | 13 | |
| APPathwise=false, Warm Start=true, Learning Rate=0.1, Outer-loop steps=1002024.05 | 1.08 | 211 | |
| APPathwise=true, Warm Start=false, Learning Rate=0.1, Outer-loop steps=1002024.05 | 1.08 | 491 | |
| APPathwise=true, Warm Start=true, Learning Rate=0.1, Outer-loop steps=1002024.05 | 1.08 | 14 | |
| SGDPathwise=false, Warm Start=false, Learning Rate=0.1, Outer-loop steps=1002024.05 | 1.08 | 620 | |
| SGDPathwise=false, Warm Start=true, Learning Rate=0.1, Outer-loop steps=1002024.05 | 1.08 | 412 | |
| SGDPathwise=true, Warm Start=false, Learning Rate=0.1, Outer-loop steps=1002024.05 | 1.08 | 168 | |
| SGDPathwise=true, Warm Start=true, Learning Rate=0.1, Outer-loop steps=1002024.05 | 1.07 | 58.7 |