Marginal Likelihood Estimation on PROT mean over 10 splits
-0.59Test Log-LikelihoodCG
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CGPathwise=false, Warm Start=false, Learning Rate=0.1, Outer-loop steps=1002024.05 | -0.59 | 29.9 | |
| CGPathwise=true, Warm Start=false, Learning Rate=0.1, Outer-loop steps=1002024.05 | -0.59 | 11.5 | |
| APPathwise=false, Warm Start=false, Learning Rate=0.1, Outer-loop steps=1002024.05 | -0.59 | 131 | |
| APPathwise=true, Warm Start=false, Learning Rate=0.1, Outer-loop steps=1002024.05 | -0.59 | 55.8 | |
| SGDPathwise=false, Warm Start=false, Learning Rate=0.1, Outer-loop steps=1002024.05 | -0.59 | 75.2 | |
| SGDPathwise=true, Warm Start=false, Learning Rate=0.1, Outer-loop steps=1002024.05 | -0.59 | 11.2 | |
| CGPathwise=false, Warm Start=true, Learning Rate=0.1, Outer-loop steps=1002024.05 | -0.62 | 20 | |
| CGPathwise=true, Warm Start=true, Learning Rate=0.1, Outer-loop steps=1002024.05 | -0.62 | 13.7 | |
| APPathwise=false, Warm Start=true, Learning Rate=0.1, Outer-loop steps=1002024.05 | -0.62 | 16.4 | |
| APPathwise=true, Warm Start=true, Learning Rate=0.1, Outer-loop steps=1002024.05 | -0.62 | 12.3 | |
| SGDPathwise=true, Warm Start=true, Learning Rate=0.1, Outer-loop steps=1002024.05 | -0.62 | 11.9 | |
| SGDPathwise=false, Warm Start=true, Learning Rate=0.1, Outer-loop steps=1002024.05 | -0.63 | 24 |