10382508 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) 8231682 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 0.08200442824551421 13389 cache_size 200 13389 class_weight null 13389 coef0 0.5680164008176842 13389 decision_function_shape "ovr" 13389 degree 5 13389 gamma 0.011344266977438774 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 21686725 description https://api.openml.org/data/download/21686725/description.xml -1 21686726 predictions https://api.openml.org/data/download/21686726/predictions.arff area_under_roc_curve 0.7562998352132967 [0.767153,0.795226,0.816514,0.604594] average_cost 0 f_measure 0.6748147027648217 [0.716808,0.751833,0.730435,0.345098] kappa 0.524096148125542 kb_relative_information_score 0.5502176950905953 mean_absolute_error 0.15029325513196481 mean_prior_absolute_error 0.3312381502905654 number_of_instances 5456 [2205,2097,328,826] precision 0.7414823809826583 [0.767876,0.631442,0.850202,0.907216] predictive_accuracy 0.6994134897360703 prior_entropy 1.7146330399083418 recall 0.6994134897360704 [0.672109,0.928946,0.640244,0.213075] relative_absolute_error 0.4537317184029861 root_mean_prior_squared_error 0.40694354051108633 root_mean_squared_error 0.38767674050936407 root_relative_squared_error 0.9526548572867755 total_cost 0 area_under_roc_curve 0.7651290896708319 [0.792036,0.799702,0.753677,0.608679] area_under_roc_curve 0.76722881197246 [0.777104,0.807738,0.812334,0.618718] area_under_roc_curve 0.7284768349811133 [0.718767,0.761012,0.857788,0.620482] area_under_roc_curve 0.7637046192999979 [0.790979,0.796429,0.782031,0.60133] area_under_roc_curve 0.7487827713946176 [0.746835,0.796429,0.814283,0.607354] area_under_roc_curve 0.7576656957299959 [0.768028,0.785417,0.905192,0.60133] area_under_roc_curve 0.7574658093354086 [0.760979,0.79833,0.885752,0.595303] area_under_roc_curve 0.7506286760672726 [0.769098,0.786711,0.82715,0.581091] area_under_roc_curve 0.7663638359824071 [0.779181,0.810314,0.786902,0.611534] area_under_roc_curve 0.7576178429535161 [0.768379,0.810314,0.742424,0.600419] 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 0.6860547800490479 [0.75,0.756335,0.62963,0.356436] f_measure 0.6884627118472735 [0.728606,0.764479,0.7,0.380952] f_measure 0.6433853743225496 [0.65,0.718631,0.761905,0.38835] f_measure 0.6812437408975138 [0.746341,0.753346,0.655172,0.336634] f_measure 0.6649823952385232 [0.689487,0.753346,0.724138,0.352941] f_measure 0.677132720183693 [0.719048,0.741617,0.84375,0.336634] f_measure 0.6736874461349892 [0.709832,0.755382,0.806452,0.32] f_measure 0.6654159894647882 [0.720764,0.742747,0.777778,0.28] f_measure 0.6884351222253808 [0.731707,0.766284,0.716981,0.361905] f_measure 0.6752851673428866 [0.719424,0.766284,0.653061,0.333333] kappa 0.5395896932305787 kappa 0.5438234687564446 kappa 0.47274492628201736 kappa 0.5359781586788975 kappa 0.5102333283794399 kappa 0.5296809685619012 kappa 0.527734657423553 kappa 0.5127154941642574 kappa 0.5431489697959881 kappa 0.525638821430874 kb_relative_information_score 0.5550717259702421 kb_relative_information_score 0.566042329121323 kb_relative_information_score 0.5173758836655294 kb_relative_information_score 0.5539645824227482 kb_relative_information_score 0.5396606172315302 kb_relative_information_score 0.5649719458165382 kb_relative_information_score 0.5600095333295944 kb_relative_information_score 0.5402751349881906 kb_relative_information_score 0.5622419483541112 kb_relative_information_score 0.5426062249527459 mean_absolute_error 0.1446886446886447 mean_absolute_error 0.1446886446886447 mean_absolute_error 0.16758241758241757 mean_absolute_error 0.14652014652014653 mean_absolute_error 0.15476190476190477 mean_absolute_error 0.14926739926739926 mean_absolute_error 0.14954128440366973 mean_absolute_error 0.15321100917431194 mean_absolute_error 0.14403669724770643 mean_absolute_error 0.14862385321100918 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 0.754491692220959 [0.783251,0.640264,0.809524,0.947368] precision 0.7456506773111767 [0.792553,0.642857,0.777778,0.869565] precision 0.72141053976497 [0.722222,0.598101,0.8,1] precision 0.7560426878889969 [0.805263,0.629393,0.76,0.944444] precision 0.7374562033626628 [0.746032,0.629393,0.84,0.947368] precision 0.7438829987217084 [0.755,0.632997,0.870968,0.944444] precision 0.742595714373297 [0.751269,0.641196,0.833333,0.941176] precision 0.7297697505468688 [0.762626,0.623377,0.954545,0.823529] precision 0.7486830857067931 [0.793651,0.638978,0.95,0.826087] precision 0.7438146402565482 [0.765306,0.638978,1,0.85] predictive_accuracy 0.7106227106227107 predictive_accuracy 0.7106227106227107 predictive_accuracy 0.6648351648351648 predictive_accuracy 0.706959706959707 predictive_accuracy 0.6904761904761905 predictive_accuracy 0.7014652014652014 predictive_accuracy 0.7009174311926606 predictive_accuracy 0.6935779816513761 predictive_accuracy 0.7119266055045871 predictive_accuracy 0.7027522935779816 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 0.7106227106227107 [0.719457,0.92381,0.515152,0.219512] recall 0.7106227106227107 [0.674208,0.942857,0.636364,0.243902] recall 0.6648351648351648 [0.590909,0.9,0.727273,0.240964] recall 0.706959706959707 [0.695455,0.938095,0.575758,0.204819] recall 0.6904761904761905 [0.640909,0.938095,0.636364,0.216867] recall 0.7014652014652014 [0.686364,0.895238,0.818182,0.204819] recall 0.7009174311926606 [0.672727,0.919048,0.78125,0.192771] recall 0.6935779816513762 [0.683258,0.91866,0.65625,0.168675] recall 0.7119266055045872 [0.678733,0.956938,0.575758,0.231707] recall 0.7027522935779816 [0.678733,0.956938,0.484848,0.207317] relative_absolute_error 0.4369365011753042 relative_absolute_error 0.4369365011753042 relative_absolute_error 0.5057188062124894 relative_absolute_error 0.442158519092887 relative_absolute_error 0.46702993579186186 relative_absolute_error 0.4504489913258787 relative_absolute_error 0.4516218409230347 relative_absolute_error 0.4627299452987865 relative_absolute_error 0.4349116523872656 relative_absolute_error 0.44876234195373904 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 0.3803796060367126 root_mean_squared_error 0.3803796060367126 root_mean_squared_error 0.4093683153132611 root_mean_squared_error 0.3827795011754764 root_mean_squared_error 0.3933978962347216 root_mean_squared_error 0.38635139351036285 root_mean_squared_error 0.38670568188697424 root_mean_squared_error 0.3914217791261901 root_mean_squared_error 0.37952166900943407 root_mean_squared_error 0.3855176431903074 root_relative_squared_error 0.9349907702049071 root_relative_squared_error 0.9349907702049071 root_relative_squared_error 1.0055440244238583 root_relative_squared_error 0.9402330998294458 root_relative_squared_error 0.9663153912559947 root_relative_squared_error 0.9490068491863838 root_relative_squared_error 0.9506061449064347 root_relative_squared_error 0.9622520925157972 root_relative_squared_error 0.9327616241270671 root_relative_squared_error 0.9474981071051611 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 1850.9634029999233 usercpu_time_millis 1940.00529799996 usercpu_time_millis 1764.9117749999732 usercpu_time_millis 1649.7918080000318 usercpu_time_millis 1918.7168669999437 usercpu_time_millis 1666.3869449999993 usercpu_time_millis 1645.5660299999408 usercpu_time_millis 1749.556296000037 usercpu_time_millis 1765.4174810000995 usercpu_time_millis 1888.8982399998895 usercpu_time_millis_testing 199.2752720000226 usercpu_time_millis_testing 129.21633599989946 usercpu_time_millis_testing 126.68367899993882 usercpu_time_millis_testing 127.74174700007279 usercpu_time_millis_testing 130.08701899991593 usercpu_time_millis_testing 130.03491899996789 usercpu_time_millis_testing 126.18953699995927 usercpu_time_millis_testing 128.32640999999967 usercpu_time_millis_testing 134.22203200002514 usercpu_time_millis_testing 208.77774999996745 usercpu_time_millis_training 1651.6881309999007 usercpu_time_millis_training 1810.7889620000606 usercpu_time_millis_training 1638.2280960000344 usercpu_time_millis_training 1522.050060999959 usercpu_time_millis_training 1788.6298480000278 usercpu_time_millis_training 1536.3520260000314 usercpu_time_millis_training 1519.3764929999816 usercpu_time_millis_training 1621.2298860000374 usercpu_time_millis_training 1631.1954490000744 usercpu_time_millis_training 1680.120489999922 wall_clock_time_millis 1851.0081768035889 wall_clock_time_millis 1940.0713443756104 wall_clock_time_millis 1764.9452686309814 wall_clock_time_millis 1649.8594284057617 wall_clock_time_millis 1928.544282913208 wall_clock_time_millis 1666.459560394287 wall_clock_time_millis 1645.6398963928223 wall_clock_time_millis 1751.4245510101318 wall_clock_time_millis 1765.8343315124512 wall_clock_time_millis 1888.9813423156738 wall_clock_time_millis_testing 199.28526878356934 wall_clock_time_millis_testing 129.22382354736328 wall_clock_time_millis_testing 126.6932487487793 wall_clock_time_millis_testing 127.75087356567383 wall_clock_time_millis_testing 130.18226623535156 wall_clock_time_millis_testing 130.04231452941895 wall_clock_time_millis_testing 126.19543075561523 wall_clock_time_millis_testing 128.33309173583984 wall_clock_time_millis_testing 134.40680503845215 wall_clock_time_millis_testing 208.7869644165039 wall_clock_time_millis_training 1651.7229080200195 wall_clock_time_millis_training 1810.847520828247 wall_clock_time_millis_training 1638.2520198822021 wall_clock_time_millis_training 1522.108554840088 wall_clock_time_millis_training 1798.3620166778564 wall_clock_time_millis_training 1536.4172458648682 wall_clock_time_millis_training 1519.444465637207 wall_clock_time_millis_training 1623.091459274292 wall_clock_time_millis_training 1631.427526473999 wall_clock_time_millis_training 1680.19437789917