Complete result settings for WebKB 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 | -77.592234 | -80.801828 | -80.117857 | 36384.339511 |
| 1 | 0.100000 | 20 | -51.049991 | -67.371320 | -66.302333 | 38393.432343 |
| 1 | 0.050000 | 20 | -59.748260 | -69.699554 | -68.680725 | 42453.548236 |
| 1 | 0.500000 | 20 | -32.993989 | -67.488653 | -66.386289 | 50766.945762 |
| 1 | 2.000000 | 20 | -22.927983 | -71.287521 | -70.168873 | 51020.193536 |
| 1 | 1.000000 | 20 | -27.401640 | -69.050170 | -68.052477 | 64868.375307 |