10383264 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) 8231898 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 1678.2157612503731 13389 cache_size 200 13389 class_weight null 13389 coef0 0.576914940889014 13389 decision_function_shape "ovr" 13389 degree 5 13389 gamma 0.009054249724169287 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 21688237 description https://api.openml.org/data/download/21688237/description.xml -1 21688238 predictions https://api.openml.org/data/download/21688238/predictions.arff area_under_roc_curve 0.9442139376855119 [0.933501,0.951765,0.94755,0.952316] average_cost 0 f_measure 0.9278242721384338 [0.919892,0.941515,0.914729,0.919443] kappa 0.8908480855316071 kb_relative_information_score 0.8992734788111431 mean_absolute_error 0.03610703812316716 mean_prior_absolute_error 0.3312381502905654 number_of_instances 5456 [2205,2097,328,826] precision 0.9279583704101232 [0.912908,0.946506,0.930599,0.92] predictive_accuracy 0.9277859237536658 prior_entropy 1.7146330399083418 recall 0.9277859237536656 [0.926984,0.936576,0.89939,0.918886] relative_absolute_error 0.10900627868949789 root_mean_prior_squared_error 0.40694354051108633 root_mean_squared_error 0.19001852047410314 root_relative_squared_error 0.4669407462161854 total_cost 0 area_under_roc_curve 0.9399296927109994 [0.933846,0.948214,0.921318,0.942599] area_under_roc_curve 0.95044743914753 [0.937647,0.968452,0.908116,0.955872] area_under_roc_curve 0.9536384661762692 [0.941369,0.960417,0.952596,0.969424] area_under_roc_curve 0.9563573768519847 [0.947448,0.958036,0.966773,0.971584] area_under_roc_curve 0.9341106397082588 [0.921598,0.942262,0.922293,0.951352] area_under_roc_curve 0.9475808304863725 [0.939096,0.956845,0.968722,0.938224] area_under_roc_curve 0.9332056913439475 [0.92965,0.927043,0.963877,0.946396] area_under_roc_curve 0.939829846079846 [0.924501,0.950722,0.96875,0.942067] area_under_roc_curve 0.952341271775639 [0.945792,0.959971,0.951616,0.950838] area_under_roc_curve 0.9346236155274245 [0.914013,0.945674,0.952592,0.954775] 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 0.9211475639090074 [0.920993,0.935867,0.875,0.902439] f_measure 0.9356227810093352 [0.925508,0.959811,0.885246,0.921212] f_measure 0.9395757559952385 [0.929705,0.952153,0.923077,0.940476] f_measure 0.9432694547267035 [0.936652,0.94964,0.925373,0.951807] f_measure 0.9156219694073103 [0.906606,0.927059,0.888889,0.921212] f_measure 0.9321628615109913 [0.927273,0.945626,0.953846,0.902439] f_measure 0.9138817827069765 [0.912281,0.915842,0.895522,0.920245] f_measure 0.9232357467278068 [0.908686,0.941748,0.967742,0.898204] f_measure 0.9377339245494224 [0.933333,0.953771,0.909091,0.920245] f_measure 0.9155868906472895 [0.897959,0.933014,0.923077,0.915663] kappa 0.880820520109443 kappa 0.902794591900058 kappa 0.9088642168887989 kappa 0.9144265527440026 kappa 0.8725011421899588 kappa 0.8975594172620648 kappa 0.8697133847053738 kappa 0.8833796961452633 kappa 0.9056839062030774 kappa 0.872598841345665 kb_relative_information_score 0.8863531001045927 kb_relative_information_score 0.9037812375306983 kb_relative_information_score 0.9168200252511792 kb_relative_information_score 0.9234050480418555 kb_relative_information_score 0.880915566577977 kb_relative_information_score 0.9054754070077862 kb_relative_information_score 0.8836145771965106 kb_relative_information_score 0.8948847137871713 kb_relative_information_score 0.9114104656346568 kb_relative_information_score 0.8859714308195898 mean_absolute_error 0.039377289377289376 mean_absolute_error 0.03205128205128205 mean_absolute_error 0.03021978021978022 mean_absolute_error 0.028388278388278388 mean_absolute_error 0.04212454212454213 mean_absolute_error 0.03388278388278388 mean_absolute_error 0.043119266055045874 mean_absolute_error 0.03853211009174312 mean_absolute_error 0.031192660550458717 mean_absolute_error 0.04220183486238532 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 0.9211609586170052 [0.918919,0.933649,0.903226,0.902439] precision 0.9361230541535261 [0.923423,0.953052,0.964286,0.915663] precision 0.9396786377272803 [0.927602,0.956731,0.9375,0.929412] precision 0.9433936550304836 [0.932432,0.956522,0.911765,0.951807] precision 0.9158500177995279 [0.908676,0.916279,0.933333,0.926829] precision 0.9321959873358543 [0.927273,0.938967,0.96875,0.91358] precision 0.9163249696735415 [0.881356,0.953608,0.857143,0.9375] precision 0.9239962846058519 [0.894737,0.955665,1,0.892857] precision 0.9383151570502055 [0.917031,0.970297,0.909091,0.925926] precision 0.9156476627348187 [0.9,0.933014,0.9375,0.904762] predictive_accuracy 0.9212454212454213 predictive_accuracy 0.9358974358974359 predictive_accuracy 0.9395604395604396 predictive_accuracy 0.9432234432234432 predictive_accuracy 0.9157509157509157 predictive_accuracy 0.9322344322344323 predictive_accuracy 0.9137614678899082 predictive_accuracy 0.9229357798165139 predictive_accuracy 0.9376146788990826 predictive_accuracy 0.9155963302752294 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 0.9212454212454212 [0.923077,0.938095,0.848485,0.902439] recall 0.9358974358974359 [0.927602,0.966667,0.818182,0.926829] recall 0.9395604395604396 [0.931818,0.947619,0.909091,0.951807] recall 0.9432234432234432 [0.940909,0.942857,0.939394,0.951807] recall 0.9157509157509157 [0.904545,0.938095,0.848485,0.915663] recall 0.9322344322344323 [0.927273,0.952381,0.939394,0.891566] recall 0.9137614678899083 [0.945455,0.880952,0.9375,0.903614] recall 0.9229357798165138 [0.923077,0.92823,0.9375,0.903614] recall 0.9376146788990826 [0.950226,0.937799,0.909091,0.914634] recall 0.9155963302752294 [0.895928,0.933014,0.909091,0.926829] relative_absolute_error 0.11891309842112706 relative_absolute_error 0.0967897312730104 relative_absolute_error 0.09119519456290794 relative_absolute_error 0.08566821307424685 relative_absolute_error 0.12712057423920503 relative_absolute_error 0.10224915754023012 relative_absolute_error 0.13022224860970938 relative_absolute_error 0.11637519582364692 relative_absolute_error 0.09418468905201931 relative_absolute_error 0.12742634401155553 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 0.19843711693453264 root_mean_squared_error 0.17902871850985821 root_mean_squared_error 0.17383837384127884 root_mean_squared_error 0.16848821438984504 root_mean_squared_error 0.20524264207162732 root_mean_squared_error 0.18407276790113164 root_mean_squared_error 0.20765179039691875 root_mean_squared_error 0.19629597574006227 root_mean_squared_error 0.17661444037920204 root_mean_squared_error 0.20543085177836684 root_relative_squared_error 0.4877676664451686 root_relative_squared_error 0.4400609200698684 root_relative_squared_error 0.4270045616449205 root_relative_squared_error 0.4138627998991751 root_relative_squared_error 0.5041438347131506 root_relative_squared_error 0.45214361956787913 root_relative_squared_error 0.5104529806464759 root_relative_squared_error 0.48256439340185575 root_relative_squared_error 0.4340705306297083 root_relative_squared_error 0.5048934767037848 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 1289.7489069998755 usercpu_time_millis 1253.3797570001752 usercpu_time_millis 1223.2838120000906 usercpu_time_millis 1182.7953859999525 usercpu_time_millis 1162.1319380001296 usercpu_time_millis 1467.9395339999246 usercpu_time_millis 1974.5255949999319 usercpu_time_millis 1955.3680740000345 usercpu_time_millis 1300.2339689996916 usercpu_time_millis 1189.242110999885 usercpu_time_millis_testing 36.82768499993472 usercpu_time_millis_testing 36.325378000128694 usercpu_time_millis_testing 36.40381700006401 usercpu_time_millis_testing 35.66340299994408 usercpu_time_millis_testing 35.33280999999988 usercpu_time_millis_testing 58.07823999998618 usercpu_time_millis_testing 55.69036099996083 usercpu_time_millis_testing 57.640382000045065 usercpu_time_millis_testing 35.912690999793995 usercpu_time_millis_testing 36.51916099988739 usercpu_time_millis_training 1252.9212219999408 usercpu_time_millis_training 1217.0543790000465 usercpu_time_millis_training 1186.8799950000266 usercpu_time_millis_training 1147.1319830000084 usercpu_time_millis_training 1126.7991280001297 usercpu_time_millis_training 1409.8612939999384 usercpu_time_millis_training 1918.835233999971 usercpu_time_millis_training 1897.7276919999895 usercpu_time_millis_training 1264.3212779998976 usercpu_time_millis_training 1152.7229499999976 wall_clock_time_millis 1290.0259494781494 wall_clock_time_millis 1253.4408569335938 wall_clock_time_millis 1223.3095169067383 wall_clock_time_millis 1182.8558444976807 wall_clock_time_millis 1162.1661186218262 wall_clock_time_millis 1467.9968357086182 wall_clock_time_millis 1974.5960235595703 wall_clock_time_millis 1955.4388523101807 wall_clock_time_millis 1300.3027439117432 wall_clock_time_millis 1189.3031597137451 wall_clock_time_millis_testing 36.8349552154541 wall_clock_time_millis_testing 36.33308410644531 wall_clock_time_millis_testing 36.41057014465332 wall_clock_time_millis_testing 35.67075729370117 wall_clock_time_millis_testing 35.34078598022461 wall_clock_time_millis_testing 58.08711051940918 wall_clock_time_millis_testing 55.69887161254883 wall_clock_time_millis_testing 57.64913558959961 wall_clock_time_millis_testing 35.92085838317871 wall_clock_time_millis_testing 36.52620315551758 wall_clock_time_millis_training 1253.1909942626953 wall_clock_time_millis_training 1217.1077728271484 wall_clock_time_millis_training 1186.898946762085 wall_clock_time_millis_training 1147.1850872039795 wall_clock_time_millis_training 1126.8253326416016 wall_clock_time_millis_training 1409.909725189209 wall_clock_time_millis_training 1918.8971519470215 wall_clock_time_millis_training 1897.789716720581 wall_clock_time_millis_training 1264.3818855285645 wall_clock_time_millis_training 1152.7769565582275