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
0.5 2 -27.001669 -27.230325 -27.282087 578278 1334757 2574 35745.510855
0.5 0.5 -27.004619 -27.236546 -27.288256 578278 1334757 2574 38537.004484
0.5 1 -27.004239 -27.235239 -27.287175 578278 1334757 2574 38657.371185
0.5 0.1 -27.004565 -27.236472 -27.288514 578278 1334757 2574 39461.787896
0.1 1 -27.001579 -27.232084 -27.283631 578278 1334757 2574 44680.572520
0.1 0.5 -27.004619 -27.236546 -27.288256 578278 1334757 2574 45613.233734
0.1 2 -27.001669 -27.230359 -27.282079 578278 1334757 2574 48151.085921
0.1 0.1 -27.004565 -27.236472 -27.288514 578278 1334757 2574 48442.486622