Complete result settings for Audio 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 0.1 -19.327104 -19.543286 -19.527733 512695 1186448 4052 42519.034123
0.5 0.5 -19.326984 -19.541361 -19.525846 512695 1186448 4052 45349.119885
0.5 1 -19.326715 -19.536846 -19.522892 512695 1186448 4052 47892.163283
0.1 0.5 -19.324769 -19.542858 -19.522478 512695 1186448 4052 49005.346054
0.1 1 -19.324488 -19.538354 -19.519617 512695 1186448 4052 51978.129122
0.5 2 -19.324795 -19.535201 -19.516216 512695 1186448 4052 54154.472268
0.1 0.1 -19.324945 -19.545112 -19.523387 512695 1186448 4052 54808.580828
0.1 2 -19.321613 -19.533937 -19.511881 512695 1186448 4052 59361.599665