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

Split Penalty	Standard Deviation	L1 Penalty	Initial Evidence	Train CLL	Validation CLL	Test CLL	Node#	Edge#	Feature#	Learning Time
2	0.5	2	10	-66.761733	-74.893115	-72.969635	30177	40466	10854	64329.443437
2	0.5	0.5	10	-66.659384	-75.094715	-73.147703	30157	40285	10886	63741.002893
5	0.5	0.5	10	-66.683727	-75.066286	-73.102172	29992	40064	10822	66288.778572
10	0.5	0.5	10	-66.743516	-75.053319	-73.071382	29819	39782	10772	67158.019429
2	0.5	1	10	-66.682945	-75.023949	-73.112305	30014	40024	10854	64098.535541
2	0.5	1	20	-64.956081	-74.352672	-72.605575	48564	66152	18220	68488.629145
10	0.5	0.1	10	-66.757207	-75.141287	-73.181131	29907	40000	10766	69125.396341
2	0.5	0.5	20	-64.878836	-74.586076	-72.839671	48481	65928	18228	67938.831726
5	0.5	0.5	20	-64.893587	-74.589984	-72.839059	48552	66130	18212	73509.126913
2	0.5	0.1	10	-66.645337	-75.237595	-73.264914	30094	40136	10886	66097.557643
2	0.5	2	20	-65.131015	-74.081469	-72.319173	48661	66385	18222	69109.508757
5	0.5	0.1	10	-66.691149	-75.148226	-73.175601	30117	40382	10830	65925.732764
5	0.5	0.1	40	-63.243596	-75.070798	-73.288004	79598	109708	30612	74900.858338
5	0.5	2	40	-63.728239	-73.803099	-72.071579	79389	109149	30604	76379.793506
5	0.5	0.1	20	-64.913968	-74.615328	-72.868083	48565	66140	18226	67660.347062
5	0.5	1	10	-66.727932	-74.993907	-73.070629	29921	39964	10788	65827.528694
2	0.5	0.1	20	-64.932127	-74.600052	-72.857552	48652	66286	18260	69390.214083
10	0.5	1	10	-66.791408	-75.018803	-73.067655	29754	39660	10750	76426.430416
2	0.5	2	40	-63.728239	-73.803099	-72.071579	79389	109149	30604	80959.041354