8886914 2489 Jeroen Ubbink 167133 Supervised Classification area_under_roc_curve 8224 sklearn.pipeline.Pipeline(dimension_reduction=sklearn.decomposition.pca.PCA,scaler=sklearn.preprocessing.data.MinMaxScaler,neighbors=sklearn.neighbors.classification.KNeighborsClassifier)(1) 6835444 algorithm "auto" 7681 leaf_size 30 7681 metric "minkowski" 7681 metric_params null 7681 n_jobs 1 7681 n_neighbors 80 7681 p 2 7681 weights "uniform" 7681 copy true 7689 feature_range [0, 1] 7689 copy true 7806 iterated_power "auto" 7806 n_components 0.1 7806 random_state 19364 7806 svd_solver "auto" 7806 tol 0.0 7806 whiten false 7806 memory null 8224 openml-python Sklearn_0.19.1. 40926 CIFAR_10_small https://www.openml.org/data/download/16797612/cifar-10-small.arff -1 18689623 description https://api.openml.org/data/download/18689623/description.xml -1 18689624 predictions https://api.openml.org/data/download/18689624/predictions.arff area_under_roc_curve 0.5893240661173244 [0.704963,0.514425,0.506348,0.541944,0.600483,0.560731,0.642536,0.558283,0.638933,0.623061] average_cost 0 f_measure 0.14194914635315437 [0.292079,0.086148,0.07161,0.086773,0.138219,0.079593,0.226791,0.12692,0.152833,0.155755] kappa 0.058546900756705426 kb_relative_information_score 1855.018514625354 mean_absolute_error 0.1763476249999901 mean_prior_absolute_error 0.17999608295848674 number_of_instances 20000 [2005,1974,2032,2016,1999,1937,2030,2001,2025,1981] precision 0.1396521072929989 [0.236218,0.110934,0.100534,0.110514,0.128837,0.094662,0.19605,0.127919,0.145871,0.142917] predictive_accuracy 0.1528 prior_entropy 3.3217862890565693 recall 0.1528 [0.382544,0.070415,0.05561,0.071429,0.149075,0.068663,0.268966,0.125937,0.160494,0.171126] relative_absolute_error 0.9797303480246395 root_mean_prior_squared_error 0.299996734149702 root_mean_squared_error 0.2987462421311766 root_relative_squared_error 0.9958316478942021 total_cost 0 area_under_roc_curve 0.5951138168823958 [0.703792,0.516031,0.532248,0.564753,0.592625,0.540962,0.657493,0.554908,0.664242,0.620849] area_under_roc_curve 0.5857064245311459 [0.698785,0.534297,0.479049,0.528738,0.605635,0.559079,0.628638,0.545943,0.63688,0.640153] area_under_roc_curve 0.5909237643042177 [0.698748,0.536331,0.549225,0.532262,0.589815,0.539183,0.625451,0.561171,0.620907,0.65415] area_under_roc_curve 0.5830611883090898 [0.700072,0.515976,0.475428,0.556868,0.610336,0.570838,0.629042,0.562926,0.626503,0.581605] area_under_roc_curve 0.5893757155848393 [0.716472,0.530552,0.490264,0.553066,0.575007,0.570965,0.647696,0.541322,0.648584,0.618547] area_under_roc_curve 0.5959453925446228 [0.744381,0.487625,0.523973,0.557525,0.574315,0.563737,0.672066,0.565035,0.623002,0.645358] area_under_roc_curve 0.5818286081298212 [0.668427,0.500228,0.51231,0.516312,0.614111,0.57876,0.612751,0.570796,0.630723,0.613259] area_under_roc_curve 0.5968705940572784 [0.709297,0.535553,0.503588,0.53974,0.602809,0.562867,0.640136,0.569547,0.654942,0.649027] area_under_roc_curve 0.5872549981864985 [0.7148,0.500847,0.522262,0.516118,0.599982,0.543238,0.672203,0.562099,0.637513,0.600664] area_under_roc_curve 0.5908217571867154 [0.699721,0.493039,0.478079,0.555736,0.644024,0.57852,0.645283,0.548953,0.651573,0.61198] average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 f_measure 0.15389900186004182 [0.316163,0.086667,0.072131,0.115274,0.148837,0.08125,0.224949,0.147268,0.167939,0.175926] f_measure 0.1375633811513076 [0.3074,0.103896,0.063694,0.064706,0.144186,0.102564,0.210309,0.10687,0.126829,0.144796] f_measure 0.13874886302373332 [0.281022,0.101587,0.052459,0.071856,0.142494,0.057637,0.221294,0.145455,0.142259,0.168269] f_measure 0.1367879735502716 [0.27907,0.080247,0.056604,0.087227,0.131455,0.108883,0.232848,0.138095,0.134615,0.11655] f_measure 0.14127004984517647 [0.289855,0.112094,0.064725,0.078313,0.120805,0.079755,0.202105,0.103194,0.190476,0.168831] f_measure 0.14852329635548656 [0.300188,0.084084,0.083871,0.071217,0.149533,0.067901,0.254945,0.160401,0.133929,0.17552] f_measure 0.13357610522234548 [0.25283,0.072848,0.051447,0.116838,0.143478,0.080247,0.209256,0.128342,0.148492,0.129167] f_measure 0.14571784250396763 [0.282443,0.08,0.107143,0.081871,0.136674,0.070381,0.225873,0.123989,0.166282,0.179104] f_measure 0.14101972309218627 [0.304688,0.053097,0.089457,0.075802,0.134529,0.063091,0.256842,0.127962,0.137405,0.163636] f_measure 0.14257764095169928 [0.306202,0.087719,0.071642,0.108434,0.130751,0.081633,0.231707,0.084433,0.180974,0.139089] kappa 0.07488281849034213 kappa 0.05382160509191764 kappa 0.055950360436374295 kappa 0.051561811555833115 kappa 0.055455591272298536 kappa 0.06653261037765701 kappa 0.04874857930433626 kappa 0.061533195832296154 kappa 0.0582417735057575 kappa 0.05877385013723899 kb_relative_information_score 188.7410979126814 kb_relative_information_score 184.91828959858466 kb_relative_information_score 184.94779778520962 kb_relative_information_score 181.33403728506596 kb_relative_information_score 182.43336704420508 kb_relative_information_score 191.1780916442232 kb_relative_information_score 180.5672558056804 kb_relative_information_score 187.92489562916998 kb_relative_information_score 182.35248513891557 kb_relative_information_score 190.62119678158487 mean_absolute_error 0.17617125000000283 mean_absolute_error 0.17639750000000268 mean_absolute_error 0.17635625000000266 mean_absolute_error 0.17655625000000275 mean_absolute_error 0.17646750000000286 mean_absolute_error 0.17605125000000282 mean_absolute_error 0.17663125000000268 mean_absolute_error 0.17624000000000278 mean_absolute_error 0.17638750000000275 mean_absolute_error 0.17621750000000277 mean_prior_absolute_error 0.17999559220389702 mean_prior_absolute_error 0.17999559220389702 mean_prior_absolute_error 0.17999584707646074 mean_prior_absolute_error 0.1799963768115932 mean_prior_absolute_error 0.1799963768115932 mean_prior_absolute_error 0.1799963768115932 mean_prior_absolute_error 0.1799963768115932 mean_prior_absolute_error 0.17999615692153823 mean_prior_absolute_error 0.17999606696651574 mean_prior_absolute_error 0.17999606696651574 number_of_instances 2000 [200,197,204,202,200,193,203,200,203,198] number_of_instances 2000 [200,197,204,202,200,193,203,200,203,198] number_of_instances 2000 [201,197,203,202,200,193,203,201,202,198] number_of_instances 2000 [201,198,203,201,200,194,203,200,202,198] number_of_instances 2000 [201,198,203,201,200,194,203,200,202,198] number_of_instances 2000 [201,198,203,201,200,194,203,200,202,198] number_of_instances 2000 [201,198,203,201,200,194,203,200,202,198] number_of_instances 2000 [200,197,203,202,199,194,203,200,203,199] number_of_instances 2000 [200,197,203,202,200,194,203,200,203,198] number_of_instances 2000 [200,197,203,202,200,194,203,200,203,198] precision 0.1530331373148956 [0.245179,0.126214,0.108911,0.137931,0.13913,0.102362,0.192308,0.140271,0.173684,0.162393] precision 0.13573383488825855 [0.247706,0.144144,0.090909,0.07971,0.134783,0.113924,0.180851,0.108808,0.125604,0.131148] precision 0.13669463791185119 [0.221902,0.135593,0.078431,0.090909,0.145078,0.064935,0.192029,0.152174,0.123188,0.16055] precision 0.13469099599080203 [0.228571,0.103175,0.078261,0.116667,0.123894,0.122581,0.201439,0.131818,0.130841,0.108225] precision 0.139533994909371 [0.248227,0.134752,0.09434,0.099237,0.109312,0.098485,0.176471,0.101449,0.183486,0.147727] precision 0.1456928338534858 [0.240964,0.103704,0.121495,0.088235,0.140351,0.084615,0.230159,0.160804,0.121951,0.161702] precision 0.13657387898182244 [0.203647,0.105769,0.074074,0.188889,0.126923,0.1,0.176871,0.137931,0.139738,0.109929] precision 0.1436753811323308 [0.228395,0.101562,0.135338,0.1,0.125,0.081633,0.193662,0.134503,0.156522,0.17734] precision 0.1376304838622775 [0.25,0.06338,0.127273,0.092199,0.121951,0.081301,0.224265,0.121622,0.142105,0.14876] precision 0.13962070335632268 [0.25,0.103448,0.090909,0.138462,0.126761,0.09396,0.197232,0.089385,0.171053,0.13242] predictive_accuracy 0.1675 predictive_accuracy 0.1485 predictive_accuracy 0.1505 predictive_accuracy 0.1465 predictive_accuracy 0.15 predictive_accuracy 0.16 predictive_accuracy 0.14400000000000002 predictive_accuracy 0.1555 predictive_accuracy 0.1525 predictive_accuracy 0.153 prior_entropy 3.3217862890565693 prior_entropy 3.3217862890565693 prior_entropy 3.3217862890565693 prior_entropy 3.3217862890565693 prior_entropy 3.3217862890565693 prior_entropy 3.3217862890565693 prior_entropy 3.3217862890565693 prior_entropy 3.3217862890565693 prior_entropy 3.3217862890565693 prior_entropy 3.3217862890565693 recall 0.1675 [0.445,0.06599,0.053922,0.09901,0.16,0.067358,0.270936,0.155,0.162562,0.191919] recall 0.1485 [0.405,0.081218,0.04902,0.054455,0.155,0.093264,0.251232,0.105,0.128079,0.161616] recall 0.1505 [0.383085,0.081218,0.039409,0.059406,0.14,0.051813,0.261084,0.139303,0.168317,0.176768] recall 0.1465 [0.358209,0.065657,0.044335,0.069652,0.14,0.097938,0.275862,0.145,0.138614,0.126263] recall 0.15 [0.348259,0.09596,0.049261,0.064677,0.135,0.06701,0.236453,0.105,0.19802,0.19697] recall 0.16 [0.39801,0.070707,0.064039,0.059701,0.16,0.056701,0.285714,0.16,0.148515,0.191919] recall 0.144 [0.333333,0.055556,0.039409,0.084577,0.165,0.06701,0.256158,0.12,0.158416,0.156566] recall 0.1555 [0.37,0.06599,0.08867,0.069307,0.150754,0.061856,0.270936,0.115,0.17734,0.180905] recall 0.1525 [0.39,0.045685,0.068966,0.064356,0.15,0.051546,0.300493,0.135,0.133005,0.181818] recall 0.153 [0.395,0.076142,0.059113,0.089109,0.135,0.072165,0.280788,0.08,0.192118,0.146465] relative_absolute_error 0.9787531341347402 relative_absolute_error 0.9800101093596868 relative_absolute_error 0.9797795497197666 relative_absolute_error 0.9808877996739273 relative_absolute_error 0.9803947341935438 relative_absolute_error 0.9780821876447 relative_absolute_error 0.9813044747277725 relative_absolute_error 0.9791320160064708 relative_absolute_error 0.9799519676883591 relative_absolute_error 0.979007502607177 root_mean_prior_squared_error 0.29999591621531446 root_mean_prior_squared_error 0.29999591621531446 root_mean_prior_squared_error 0.2999963410084025 root_mean_prior_squared_error 0.2999972239097591 root_mean_prior_squared_error 0.2999972239097591 root_mean_prior_squared_error 0.2999972239097591 root_mean_prior_squared_error 0.2999972239097591 root_mean_prior_squared_error 0.299996857422719 root_mean_prior_squared_error 0.29999670749607354 root_mean_prior_squared_error 0.29999670749607354 root_mean_squared_error 0.29840500477538895 root_mean_squared_error 0.2988772218654342 root_mean_squared_error 0.2987016697308533 root_mean_squared_error 0.299149001335455 root_mean_squared_error 0.2988157354457761 root_mean_squared_error 0.29824620177799416 root_mean_squared_error 0.2994801485491153 root_mean_squared_error 0.2984250586411938 root_mean_squared_error 0.2987970412755117 root_mean_squared_error 0.29856327846873587 root_relative_squared_error 0.9946968896777126 root_relative_squared_error 0.9962709680718542 root_relative_squared_error 0.995684376438735 root_relative_squared_error 0.9971725652549398 root_relative_squared_error 0.9960616686761796 root_relative_squared_error 0.9941632055492232 root_relative_squared_error 0.9982763995149524 root_relative_squared_error 0.9947606158443506 root_relative_squared_error 0.996001068709804 root_relative_squared_error 0.9952218508019577 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 usercpu_time_millis 66651.09461799875 usercpu_time_millis 65498.58422000398 usercpu_time_millis 64556.803441999364 usercpu_time_millis 65291.82527300145 usercpu_time_millis 64932.11085599978 usercpu_time_millis 64703.55152800039 usercpu_time_millis 65570.20289299908 usercpu_time_millis 65795.67758099802 usercpu_time_millis 65833.18471600069 usercpu_time_millis 65374.83525299831 usercpu_time_millis_testing 179.59862600037013 usercpu_time_millis_testing 173.47397200137493 usercpu_time_millis_testing 185.00087199936388 usercpu_time_millis_testing 171.49653500018758 usercpu_time_millis_testing 174.77912699905573 usercpu_time_millis_testing 168.54127099941252 usercpu_time_millis_testing 180.34587500005728 usercpu_time_millis_testing 173.5482519979996 usercpu_time_millis_testing 172.82592500123428 usercpu_time_millis_testing 185.781575000874 usercpu_time_millis_training 66471.49599199838 usercpu_time_millis_training 65325.1102480026 usercpu_time_millis_training 64371.80257 usercpu_time_millis_training 65120.32873800126 usercpu_time_millis_training 64757.331729000725 usercpu_time_millis_training 64535.01025700098 usercpu_time_millis_training 65389.85701799902 usercpu_time_millis_training 65622.12932900002 usercpu_time_millis_training 65660.35879099945 usercpu_time_millis_training 65189.053677997435