Marginal Likelihood Estimation on ELEV mean over 10 splits
-0.39Test Log-LikelihoodCG
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CGPathwise=false, Warm Start=false, Learning Rate=0.1, Outer-loop steps=1002024.05 | -0.39 | 1.58 | |
| CGPathwise=false, Warm Start=true, Learning Rate=0.1, Outer-loop steps=1002024.05 | -0.39 | 1.49 | |
| CGPathwise=true, Warm Start=false, Learning Rate=0.1, Outer-loop steps=1002024.05 | -0.39 | 1.03 | |
| CGPathwise=true, Warm Start=true, Learning Rate=0.1, Outer-loop steps=1002024.05 | -0.39 | 1 | |
| APPathwise=false, Warm Start=false, Learning Rate=0.1, Outer-loop steps=1002024.05 | -0.39 | 77.8 | |
| APPathwise=false, Warm Start=true, Learning Rate=0.1, Outer-loop steps=1002024.05 | -0.39 | 1.67 | |
| APPathwise=true, Warm Start=false, Learning Rate=0.1, Outer-loop steps=1002024.05 | -0.39 | 36.4 | |
| APPathwise=true, Warm Start=true, Learning Rate=0.1, Outer-loop steps=1002024.05 | -0.39 | 1.21 | |
| SGDPathwise=false, Warm Start=false, Learning Rate=0.1, Outer-loop steps=1002024.05 | -0.39 | 5.54 | |
| SGDPathwise=false, Warm Start=true, Learning Rate=0.1, Outer-loop steps=1002024.05 | -0.39 | 4.58 | |
| SGDPathwise=true, Warm Start=false, Learning Rate=0.1, Outer-loop steps=1002024.05 | -0.39 | 1.22 | |
| SGDPathwise=true, Warm Start=true, Learning Rate=0.1, Outer-loop steps=1002024.05 | -0.39 | 1.14 |