Complete result settings for DNA 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 -33.027000 -34.627918 -34.526722 295508 677391 2136 1683.858014
0.5 1 -32.976206 -34.561406 -34.458991 295508 677391 2136 4957.696314
0.5 0.1 -33.025907 -34.642872 -34.538104 295508 677391 2136 7619.025731
0.1 2 -33.213401 -34.570381 -34.510314 295508 677391 2136 10895.233672
0.5 2 -33.164153 -34.549478 -34.479906 295508 677391 2136 11402.752517
0.1 1 -32.977615 -34.573240 -34.468296 295508 677391 2136 11781.715906
0.1 0.5 -33.042170 -34.633555 -34.539455 295508 677391 2136 17022.085249
0.1 0.1 -33.066261 -34.660357 -34.560632 295508 677391 2136 17145.285519