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
0.1 0.1 -70.106670 -77.651230 -76.131195 596676 1376735 7684 16209.245820
0.5 0.1 -70.061917 -77.626783 -76.100007 596676 1376735 7684 19262.974582
0.5 1 -70.080963 -77.445128 -75.900145 596676 1376735 7684 30767.470633
0.1 0.5 -70.043408 -77.536558 -75.986944 596676 1376735 7684 34310.109069
0.5 0.5 -70.042326 -77.529156 -75.978590 596676 1376735 7684 35212.318913
0.1 1 -70.087809 -77.437124 -75.902092 596676 1376735 7684 36610.039427
0.5 2 -70.180545 -77.334640 -75.839793 596676 1376735 7684 51079.040804
0.1 2 -70.158365 -77.359080 -75.842377 596676 1376735 7684 73470.864730