Complete result settings for MSWeb dataset (table columns are sortable)
The experiments are described in Rooshenas and Lowd, Discriminative Structure Learning of Arithmetic Circuits, AIStats 16
| Tree# | C | Max. EM Iteration | Train CLL | Validation CLL | Test CLL | Learning Time |
| 1 | 0.010000 | 20 | -7.473617 | -7.478169 | -7.588019 | 30684.375399 |
| 1 | 0.050000 | 20 | -6.076127 | -6.102851 | -6.215716 | 31329.223394 |
| 1 | 0.100000 | 20 | -5.839692 | -5.889075 | -5.999256 | 31750.647862 |
| 1 | 2.000000 | 20 | -5.429676 | -5.698820 | -5.799700 | 31758.694247 |
| 1 | 1.000000 | 20 | -5.478443 | -5.687316 | -5.787883 | 32944.555235 |
| 1 | 0.500000 | 20 | -5.547410 | -5.698214 | -5.805242 | 34025.800878 |