Complete result settings for Reuters-52 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
0.1 0.1 -44.808872 -43.865229 -42.515507 838578 1916823 8232 57937.112219
0.5 0.1 -44.763277 -43.845101 -42.501417 838578 1916823 8232 62472.261772
0.5 2 -44.801087 -43.710675 -42.378747 838578 1916823 8232 77503.830626
0.1 2 -44.803971 -43.718853 -42.381535 838578 1916823 8232 84981.251885