Complete result settings for Jester 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	Train LL	Validation LL	Test LL	Node#	Edge#	Feature#	Learning Time
10	0.1	0.1	-53.401781	-53.748617	-53.449007	836938	1953193	1932	20852.542931
10	0.1	2	-53.384241	-53.646203	-53.357256	809511	1885969	1680	21416.232237
10	0.5	2	-53.363129	-53.639060	-53.353024	835249	1957267	1704	21000.230478
10	0.1	1	-53.580091	-53.877395	-53.576474	823264	1912008	2188	21414.292532
10	0.5	0.1	-53.417511	-53.765099	-53.461501	840117	1943574	1890	23372.007914
10	0.5	1	-53.440041	-53.735971	-53.461162	848055	1970146	1890	25732.830014
5	0.5	0.1	-53.179053	-53.614539	-53.289232	822807	1924054	2722	30261.667526
5	0.1	2	-53.148169	-53.477890	-53.201634	844220	1966865	2266	30124.362399
5	0.1	0.1	-53.161157	-53.556632	-53.282883	849226	1975239	2654	35922.300979
5	0.5	2	-53.121358	-53.473562	-53.192414	861073	1982670	2312	40348.505094
5	0.5	1	-53.197555	-53.618070	-53.339702	844192	1941228	2926	43618.542973
5	0.1	1	-53.275886	-53.677028	-53.374016	836447	1930436	2938	44145.442872
2	0.5	2	-52.786627	-53.308675	-53.054133	854393	1981895	3894	66835.790414
2	0.1	2	-52.828317	-53.365487	-53.052339	856354	1967551	3802	69589.686758
2	0.5	1	-52.947008	-53.588955	-53.240031	458191	1041252	4752	75929.086024
2	0.1	1	-53.027916	-53.579911	-53.296622	458460	1039961	4724	76067.712949
2	0.5	0.1	-52.801784	-53.529806	-53.181414	441981	1015923	4772	76033.887092
2	0.1	0.1	-52.776851	-53.477259	-53.103341	689426	1596957	4732	77162.772474