10383199 8323 Heinrich Peters 9960 Supervised Classification 16345 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1) 8231714 add_indicator false 12737 copy true 12737 fill_value null 12737 missing_values NaN 12737 strategy "median" 12737 verbose 0 12737 copy true 13294 with_mean true 13294 with_std true 13294 C 2.0 13389 cache_size 200 13389 class_weight null 13389 coef0 0.0 13389 decision_function_shape "ovr" 13389 degree 3 13389 gamma 0.25 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 1 13389 shrinking true 13389 tol 0.001 13389 verbose false 13389 memory null 16345 steps [{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "standardscaler", "step_name": "standardscaler"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "svc", "step_name": "svc"}}] 16345 verbose false 16345 openml-python Sklearn_0.21.2. 1497 wall-robot-navigation https://www.openml.org/data/download/1592289/phpVeNa5j -1 21688107 description https://api.openml.org/data/download/21688107/description.xml -1 21688108 predictions https://api.openml.org/data/download/21688108/predictions.arff area_under_roc_curve 0.915986932116018 [0.910139,0.929885,0.893257,0.905339] average_cost 0 f_measure 0.8925867622241541 [0.893239,0.909049,0.859038,0.862374] kappa 0.837215951674829 kb_relative_information_score 0.8423926890661477 mean_absolute_error 0.05342741935483871 mean_prior_absolute_error 0.3312381502905654 number_of_instances 5456 [2205,2097,328,826] precision 0.8940352549525531 [0.896709,0.880984,0.941818,0.901055] predictive_accuracy 0.8931451612903225 prior_entropy 1.7146330399083418 recall 0.8931451612903226 [0.889796,0.93896,0.789634,0.826877] relative_absolute_error 0.16129609257862249 root_mean_prior_squared_error 0.40694354051108633 root_mean_squared_error 0.23114372012849216 root_relative_squared_error 0.5679994817910008 total_cost 0 area_under_roc_curve 0.9154487022522413 [0.912851,0.934226,0.832359,0.907801] area_under_roc_curve 0.9227931824846526 [0.913394,0.953869,0.877813,0.886643] area_under_roc_curve 0.9235356774345639 [0.910234,0.937202,0.906167,0.93112] area_under_roc_curve 0.9274331896798965 [0.936029,0.930357,0.907142,0.905319] area_under_roc_curve 0.9013102946182868 [0.888873,0.915774,0.923268,0.888951] area_under_roc_curve 0.9141820253853836 [0.911656,0.921131,0.939394,0.893271] area_under_roc_curve 0.9133011415572295 [0.909126,0.924307,0.903326,0.900368] area_under_roc_curve 0.9276094276094277 [0.927078,0.93441,0.859375,0.938207] area_under_roc_curve 0.9129532063030196 [0.907121,0.930793,0.922289,0.879445] area_under_roc_curve 0.9013395185825611 [0.885111,0.916759,0.860707,0.922128] 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 0.8887592202814564 [0.899297,0.910314,0.785714,0.846626] f_measure 0.899672195882529 [0.897494,0.936073,0.847458,0.833333] f_measure 0.9007410651442882 [0.894009,0.918794,0.857143,0.890244] f_measure 0.9079306142103064 [0.923077,0.909931,0.870968,0.877419] f_measure 0.8750326297428774 [0.86758,0.891954,0.903226,0.840764] f_measure 0.8934938287742398 [0.893905,0.898618,0.935484,0.862745] f_measure 0.8914199909019244 [0.889381,0.90566,0.852459,0.875817] f_measure 0.9076197759785798 [0.914943,0.912844,0.836364,0.902439] f_measure 0.887366265301717 [0.889391,0.911215,0.888889,0.820513] f_measure 0.8727953358928449 [0.863636,0.894614,0.8,0.871166] kappa 0.8325401653129136 kappa 0.8489022815325011 kappa 0.8502689004788917 kappa 0.8603673413021129 kappa 0.8103847155617522 kappa 0.8378071078469033 kappa 0.8345144539311504 kappa 0.8601337583213996 kappa 0.8296298953539619 kappa 0.8076775549657088 kb_relative_information_score 0.830967534080799 kb_relative_information_score 0.8470160088762825 kb_relative_information_score 0.8582798241089743 kb_relative_information_score 0.8621880004576912 kb_relative_information_score 0.8229483687623853 kb_relative_information_score 0.8471224887397437 kb_relative_information_score 0.8406705020794135 kb_relative_information_score 0.8607702087116961 kb_relative_information_score 0.8368925961017157 kb_relative_information_score 0.8170425112726873 mean_absolute_error 0.054945054945054944 mean_absolute_error 0.04945054945054945 mean_absolute_error 0.04945054945054945 mean_absolute_error 0.045787545787545784 mean_absolute_error 0.06227106227106227 mean_absolute_error 0.05311355311355311 mean_absolute_error 0.05412844036697248 mean_absolute_error 0.045871559633027525 mean_absolute_error 0.05596330275229358 mean_absolute_error 0.06330275229357799 mean_prior_absolute_error 0.3311434139730841 mean_prior_absolute_error 0.3311434139730841 mean_prior_absolute_error 0.33137469978129297 mean_prior_absolute_error 0.33137469978129297 mean_prior_absolute_error 0.33137469978129297 mean_prior_absolute_error 0.33137469978129297 mean_prior_absolute_error 0.3311205766710351 mean_prior_absolute_error 0.3311024296804111 mean_prior_absolute_error 0.3311861074705109 mean_prior_absolute_error 0.3311861074705109 number_of_instances 546 [221,210,33,82] number_of_instances 546 [221,210,33,82] number_of_instances 546 [220,210,33,83] number_of_instances 546 [220,210,33,83] number_of_instances 546 [220,210,33,83] number_of_instances 546 [220,210,33,83] number_of_instances 545 [220,210,32,83] number_of_instances 545 [221,209,32,83] number_of_instances 545 [221,209,33,82] number_of_instances 545 [221,209,33,82] precision 0.8938337820288773 [0.932039,0.860169,0.956522,0.851852] precision 0.9016201371900959 [0.90367,0.899123,0.961538,0.878378] precision 0.9012573587039223 [0.906542,0.895928,0.9,0.901235] precision 0.9098734140097987 [0.918919,0.883408,0.931034,0.944444] precision 0.8767378789840037 [0.87156,0.862222,0.965517,0.891892] precision 0.8963479225771026 [0.887892,0.870536,1,0.942857] precision 0.8938480285218423 [0.866379,0.897196,0.896552,0.957143] precision 0.9111133405603675 [0.929907,0.876652,1,0.91358] precision 0.8879402237476889 [0.887387,0.890411,0.933333,0.864865] precision 0.8735040646965945 [0.86758,0.876147,0.888889,0.876543] predictive_accuracy 0.8901098901098901 predictive_accuracy 0.9010989010989011 predictive_accuracy 0.9010989010989011 predictive_accuracy 0.9084249084249084 predictive_accuracy 0.8754578754578755 predictive_accuracy 0.8937728937728937 predictive_accuracy 0.891743119266055 predictive_accuracy 0.9082568807339451 predictive_accuracy 0.8880733944954129 predictive_accuracy 0.8733944954128441 prior_entropy 1.7138246699606299 prior_entropy 1.7138246699606299 prior_entropy 1.7164171123716554 prior_entropy 1.7164171123716554 prior_entropy 1.7164171123716554 prior_entropy 1.7164171123716554 prior_entropy 1.7121302787024806 prior_entropy 1.711997401430895 prior_entropy 1.714437400963805 prior_entropy 1.714437400963805 recall 0.8901098901098901 [0.868778,0.966667,0.666667,0.841463] recall 0.9010989010989011 [0.891403,0.97619,0.757576,0.792683] recall 0.9010989010989011 [0.881818,0.942857,0.818182,0.879518] recall 0.9084249084249084 [0.927273,0.938095,0.818182,0.819277] recall 0.8754578754578755 [0.863636,0.92381,0.848485,0.795181] recall 0.8937728937728938 [0.9,0.928571,0.878788,0.795181] recall 0.8917431192660551 [0.913636,0.914286,0.8125,0.807229] recall 0.908256880733945 [0.900452,0.952153,0.71875,0.891566] recall 0.8880733944954129 [0.891403,0.933014,0.848485,0.780488] recall 0.8733944954128441 [0.859729,0.913876,0.727273,0.865854] relative_absolute_error 0.16592525361087498 relative_absolute_error 0.1493327282497875 relative_absolute_error 0.14922850019384937 relative_absolute_error 0.13817453721652717 relative_absolute_error 0.18791737061447697 relative_absolute_error 0.1602824631711715 relative_absolute_error 0.16347048229729477 relative_absolute_error 0.13854189979005585 relative_absolute_error 0.16897841271097583 relative_absolute_error 0.1911395160173333 root_mean_prior_squared_error 0.4068271240296317 root_mean_prior_squared_error 0.4068271240296317 root_mean_prior_squared_error 0.40711128043132166 root_mean_prior_squared_error 0.40711128043132166 root_mean_prior_squared_error 0.40711128043132166 root_mean_prior_squared_error 0.40711128043132166 root_mean_prior_squared_error 0.4067990554858411 root_mean_prior_squared_error 0.40677675026179705 root_mean_prior_squared_error 0.4068795919478491 root_mean_prior_squared_error 0.4068795919478491 root_mean_squared_error 0.2344036154692477 root_mean_squared_error 0.22237479499833035 root_mean_squared_error 0.22237479499833035 root_mean_squared_error 0.21398024625545645 root_mean_squared_error 0.24954170447254356 root_mean_squared_error 0.23046377831137177 root_mean_squared_error 0.23265519630339762 root_mean_squared_error 0.2141764684390597 root_mean_squared_error 0.23656564152956275 root_mean_squared_error 0.2516003821411605 root_relative_squared_error 0.5761749933177381 root_relative_squared_error 0.5466075929149047 root_relative_squared_error 0.546226070578863 root_relative_squared_error 0.5256062814784968 root_relative_squared_error 0.6129569885859265 root_relative_squared_error 0.5660952898853665 root_relative_squared_error 0.571916756359075 root_relative_squared_error 0.5265209191558222 root_relative_squared_error 0.5814143697821149 root_relative_squared_error 0.6183656961920293 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 2369.426808000071 usercpu_time_millis 2233.4678029999395 usercpu_time_millis 2361.370658000169 usercpu_time_millis 2251.829574000112 usercpu_time_millis 2345.5780980000327 usercpu_time_millis 2390.212222999935 usercpu_time_millis 2301.050970999995 usercpu_time_millis 2580.896624999923 usercpu_time_millis 2301.704043999962 usercpu_time_millis 2328.415348000135 usercpu_time_millis_testing 107.79144399998586 usercpu_time_millis_testing 108.33029400009764 usercpu_time_millis_testing 112.59132899999713 usercpu_time_millis_testing 107.2075390000009 usercpu_time_millis_testing 163.27090300001146 usercpu_time_millis_testing 109.24292999993668 usercpu_time_millis_testing 109.6309189999829 usercpu_time_millis_testing 142.53806400006397 usercpu_time_millis_testing 107.87570599995888 usercpu_time_millis_testing 121.57653000008395 usercpu_time_millis_training 2261.6353640000852 usercpu_time_millis_training 2125.137508999842 usercpu_time_millis_training 2248.779329000172 usercpu_time_millis_training 2144.6220350001113 usercpu_time_millis_training 2182.3071950000212 usercpu_time_millis_training 2280.9692929999983 usercpu_time_millis_training 2191.420052000012 usercpu_time_millis_training 2438.358560999859 usercpu_time_millis_training 2193.828338000003 usercpu_time_millis_training 2206.838818000051 wall_clock_time_millis 2381.1745643615723 wall_clock_time_millis 2233.546495437622 wall_clock_time_millis 2375.6039142608643 wall_clock_time_millis 2251.941442489624 wall_clock_time_millis 2358.2656383514404 wall_clock_time_millis 2390.2809619903564 wall_clock_time_millis 2301.1488914489746 wall_clock_time_millis 2590.6119346618652 wall_clock_time_millis 2301.7702102661133 wall_clock_time_millis 2342.2913551330566 wall_clock_time_millis_testing 108.50977897644043 wall_clock_time_millis_testing 108.33859443664551 wall_clock_time_millis_testing 113.59071731567383 wall_clock_time_millis_testing 107.21540451049805 wall_clock_time_millis_testing 163.3760929107666 wall_clock_time_millis_testing 109.25173759460449 wall_clock_time_millis_testing 109.63892936706543 wall_clock_time_millis_testing 143.65530014038086 wall_clock_time_millis_testing 107.88393020629883 wall_clock_time_millis_testing 122.67732620239258 wall_clock_time_millis_training 2272.664785385132 wall_clock_time_millis_training 2125.2079010009766 wall_clock_time_millis_training 2262.0131969451904 wall_clock_time_millis_training 2144.726037979126 wall_clock_time_millis_training 2194.889545440674 wall_clock_time_millis_training 2281.029224395752 wall_clock_time_millis_training 2191.509962081909 wall_clock_time_millis_training 2446.9566345214844 wall_clock_time_millis_training 2193.8862800598145 wall_clock_time_millis_training 2219.614028930664