variant,dbpedia_accuracy AP,dbpedia_accuracy dAP,dbpedia_accuracy CV dAP,dbpedia_accuracy ms dAP,dbpedia_accuracy ms better,factbench AP,factbench dAP,factbench CV dAP,factbench ms dAP,factbench ms better
default (final configuration),0.4697,0.0,0.0,0.0,0/5,0.9285,0.0,0.0,0.0,0/5
calibration bins = 5,0.4657,-0.004,-0.0015,-0.0045,1/5,0.9285,0.0001,-0.0151,-0.0074,1/5
calibration bins = 20,0.4741,0.0043,-0.0013,-0.0023,1/5,0.9311,0.0026,-0.0022,0.0019,5/5
smoothing kappa = 5,0.4709,0.0011,-0.0015,-0.0004,1/5,0.9289,0.0004,0.0004,-0.0002,1/5
smoothing kappa = 50,0.4699,0.0002,0.001,0.001,4/5,0.9285,0.0,-0.0001,-0.0002,2/5
cross-fit folds k = 3,0.4718,0.0021,0.0038,0.0018,3/5,0.9283,-0.0002,-0.0049,-0.0002,2/5
cross-fit folds k = 10,0.4666,-0.0031,0.0006,0.0024,4/5,0.9286,0.0001,0.0003,0.0005,3/5
fold assignment seed = 1,0.4746,0.0048,0.0096,-0.0046,1/5,0.9276,-0.0009,-0.0004,0.0001,2/5
fold assignment seed = 2,0.4635,-0.0062,0.0065,-0.0033,1/5,0.929,0.0006,-0.0046,-0.0003,2/5
in-sample prior as calibration reference (no out-of-fold),0.4745,0.0048,0.002,0.002,3/5,0.9285,0.0,0.0003,0.0001,3/5
GAM learning_rate = 0.025,0.4638,-0.0059,-0.0039,-0.0035,0/5,0.9275,-0.001,-0.0012,-0.0012,1/5
GAM learning_rate = 0.1,0.4725,0.0028,0.0017,0.001,4/5,0.9285,0.0,-0.0007,-0.0001,3/5
GAM max_iter = 150,0.464,-0.0058,-0.0038,-0.0035,0/5,0.9275,-0.0009,-0.0012,-0.0013,1/5
GAM max_iter = 600,0.4728,0.0031,0.0017,0.001,4/5,0.9285,0.0,-0.0007,-0.0001,3/5
GAM max_leaf_nodes = 4,0.4672,-0.0025,0.0007,-0.0007,1/5,0.9276,-0.0009,-0.0003,0.0,3/5
GAM max_leaf_nodes = 16,0.4698,0.0001,-0.0,0.0,2/5,0.9285,0.0,0.0,-0.0,2/5
GAM min_samples_leaf = 20,0.4721,0.0023,0.0076,0.0003,2/5,0.9285,0.0,-0.0001,-0.0,0/5
GAM min_samples_leaf = 80,0.4699,0.0001,-0.0003,-0.0004,2/5,0.9285,0.0,0.0,0.0001,4/5
GAM l2_regularization = 0,0.4701,0.0004,0.0002,-0.0003,1/5,0.9291,0.0006,0.0,0.0002,4/5
GAM l2_regularization = 5,0.4684,-0.0013,-0.0009,-0.0005,2/5,0.9274,-0.0011,0.0,-0.0001,1/5
GAM without monotone constraints,0.4634,-0.0063,-0.0022,-0.0111,0/5,0.9429,0.0144,0.022,0.0225,5/5