Complete result settings for Plants 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 -5.689761 -5.809690 -5.794920 907.658730
1 0.050000 20 -4.939032 -5.109158 -5.086501 899.181113
1 0.100000 20 -4.807522 -5.013944 -4.974177 908.019223
1 0.500000 20 -4.699724 -4.936191 -4.914672 914.639863
1 2.000000 20 -4.685549 -4.943288 -4.919494 976.295320
1 1.000000 20 -4.689528 -4.939518 -4.916454 965.795129
2 0.100000 10 -4.665718 -4.971100 -4.917107 20631.627999
2 1.000000 10 -4.480221 -4.949048 -4.894106 21698.136922
2 0.500000 10 -4.495532 -4.922781 -4.868764 21930.968569
2 2.000000 10 -4.465374 -4.958015 -4.899376 22519.124913
3 2.000000 10 -4.286862 -4.976775 -4.944782 39863.871160
3 1.000000 10 -4.290286 -4.952514 -4.897352 40284.315502
3 0.500000 10 -4.340281 -4.927386 -4.869431 38678.450655
3 0.100000 10 -4.563468 -4.938196 -4.882107 38094.134996
4 2.000000 10 -4.120661 -5.015817 -4.974469 60810.005945
4 1.000000 10 -4.143850 -4.980117 -4.935122 59975.234932
4 0.500000 10 -4.215902 -4.917214 -4.865985 59757.819393
4 0.100000 10 -4.468085 -4.927835 -4.882432 58985.411206