Complete result settings for EachMovie dataset (table columns are sortable)
The experiments are described in Rooshenas and Lowd, Discriminative Structure Learning of Arithmetic Circuits, AIStats 16
| Standard Deviation | L1 Penalty | Train CLL | Validation CLL | Test CLL | Node# | Edge# | Feature# | Learning Time |
| 0.5 | 0.1 | -25.923701 | -29.466916 | -26.737826 | 182557 | 405995 | 6710 | 11360.848888 |
| 0.5 | 0.5 | -25.866510 | -29.423988 | -26.688705 | 182557 | 405995 | 6710 | 19389.777305 |
| 0.1 | 0.1 | -25.979289 | -29.496272 | -26.749399 | 182557 | 405995 | 6710 | 30382.589143 |
| 0.5 | 1 | -25.902351 | -29.347552 | -26.621789 | 182557 | 405995 | 6710 | 33444.703631 |
| 0.1 | 0.5 | -25.870573 | -29.439398 | -26.693613 | 182557 | 405995 | 6710 | 35149.957394 |
| 0.5 | 2 | -25.988941 | -29.293748 | -26.584465 | 182557 | 405995 | 6710 | 39108.751565 |
| 0.1 | 2 | -25.991126 | -29.288805 | -26.568056 | 182557 | 405995 | 6710 | 40322.210091 |
| 0.1 | 1 | -25.903631 | -29.356985 | -26.635270 | 182557 | 405995 | 6710 | 55126.713464 |