Complete result settings for Kosarek 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 | -6.092296 | -6.172104 | -6.104625 | 13909.639624 |
| 1 | 0.050000 | 20 | -5.215226 | -5.370972 | -5.291259 | 14356.998752 |
| 1 | 2.000000 | 20 | -4.793542 | -5.338177 | -5.235621 | 14378.695484 |
| 1 | 0.100000 | 20 | -5.042533 | -5.258991 | -5.172910 | 14787.829498 |
| 1 | 0.500000 | 20 | -4.830836 | -5.230830 | -5.144451 | 15264.320581 |
| 1 | 1.000000 | 20 | -4.795981 | -5.285951 | -5.181727 | 16727.132227 |