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

Standard Deviation L1 Penalty Train CLL Validation CLL Test CLL Node# Edge# Feature# Learning Time
0.1 0.1 -2.522356 -2.595947 -2.563259 712581 1669370 4336 53199.838394
0.5 0.1 -2.520631 -2.595196 -2.564031 712581 1669370 4336 61373.649786
0.5 1 -2.521915 -2.588367 -2.556751 712581 1669370 4336 68679.715095