Complete result settings for Netflix 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 -10.828564 -10.942223 -10.998452 578278 1334757 2574 57498.030970
0.5 0.1 -10.829723 -10.944287 -10.999903 578278 1334757 2574 61369.665392
0.1 0.5 -10.828353 -10.941387 -10.996824 578278 1334757 2574 64094.906092
0.1 1 -10.828389 -10.940099 -10.996761 578278 1334757 2574 66534.791174
0.5 0.5 -10.830280 -10.942656 -10.998823 578278 1334757 2574 76999.299326
0.5 1 -10.828384 -10.940141 -10.996794 578278 1334757 2574 79254.226525