Complete result settings for BBC dataset (table columns are sortable)
The experiments are described in Rooshenas and Lowd, Discriminative Structure Learning of Arithmetic Circuits, AIStats 16

Tree# C Max. EM Iteration Train CLL Validation CLL Test CLL Learning Time
1 0.010000 20 -99.309474 -99.636297 -99.697826 41483.842741
1 0.100000 20 -69.265903 -93.876680 -93.192392 45164.143365
1 0.050000 20 -84.895541 -96.244811 -96.288745 50941.431759