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

Standard Deviation L1 Penalty Train CLL Validation CLL Test CLL Node# Edge# Feature# Learning Time
0.5 0.5 -26.489713 -29.558751 -29.669784 596676 1376735 7684 23564.816603
0.1 0.5 -26.489227 -29.556381 -29.663841 596676 1376735 7684 24944.460865
0.5 1 -26.512972 -29.498477 -29.592999 596676 1376735 7684 41729.792106
0.5 2 -26.568917 -29.445816 -29.524813 596676 1376735 7684 48074.889505
0.1 2 -26.563574 -29.448977 -29.522169 596676 1376735 7684 57405.720003
0.1 1 -26.506246 -29.510225 -29.602314 596676 1376735 7684 74438.917563
0.5 0.1 -26.477531 -29.622888 -29.731081 596676 1376735 7684 31551.577431
0.1 0.1 -26.477916 -29.621724 -29.732672 596676 1376735 7684 40684.514013