10455042 12269 Marc Zöller 3735 Supervised Classification predictive_accuracy 17773 sklearn.pipeline.Pipeline(step_0=sklearn.decomposition._truncated_svd.TruncatedSVD,step_1=sklearn.svm._classes.SVC)(1) 8266865 C 0.7875941220140072 17707 break_ties false 17707 cache_size 200 17707 class_weight null 17707 coef0 24.39212951510293 17707 decision_function_shape "ovo" 17707 degree 3 17707 gamma 0.14602436672794777 17707 kernel "sigmoid" 17707 max_iter -1 17707 probability true 17707 random_state 42 17707 shrinking false 17707 tol 0.007075867863144256 17707 verbose false 17707 algorithm "randomized" 17732 n_components 1 17732 n_iter 30 17732 random_state 42 17732 tol 0.0 17732 memory null 17773 steps [{"oml-python:serialized_object": "component_reference", "value": {"key": "step_0", "step_name": "step_0"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "step_1", "step_name": "step_1"}}] 17773 verbose false 17773 automl_meta_features openml-python Sklearn_0.22.1. 871 pollen https://www.openml.org/data/download/53405/pollen.arff -1 21834703 description https://api.openml.org/data/download/21834703/description.xml -1 21834704 predictions https://api.openml.org/data/download/21834704/predictions.arff area_under_roc_curve 0.5034671195663919 [0.503467,0.503467] average_cost 0 f_measure 0.4001944193621075 [0.648659,0.15173] kappa 0.006237006237006293 kb_relative_information_score 0.00014037601131548495 mean_absolute_error 0.499950637660237 mean_prior_absolute_error 0.5 weighted_recall 0.5031185031185031 [0.91736,0.088877] number_of_instances 3848 [1924,1924] precision 0.5099436663393456 [0.501706,0.518182] predictive_accuracy 0.5031185031185031 prior_entropy 1 relative_absolute_error 0.9999012753204739 root_mean_prior_squared_error 0.5 root_mean_squared_error 0.49996404708015935 root_relative_squared_error 0.9999280941603188 total_cost 0 unweighted_recall 0.5031185031185031 [0.91736,0.088877] area_under_roc_curve 0.4809207685664939 [0.480921,0.480921] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.4948186528497409 [0.494819,0.494819] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.521211139896373 [0.521211,0.521211] area_under_roc_curve 0.5444732297063903 [0.544473,0.544473] area_under_roc_curve 0.5198567708333334 [0.519857,0.519857] area_under_roc_curve 0.4859483506944444 [0.485948,0.485948] 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 0.33695900913422067 [0.662021,0.010204] f_measure 0.5033346228239844 [0.612766,0.393333] f_measure 0.48242322684055217 [0.618557,0.34629] f_measure 0.4772081462811821 [0.565702,0.388715] kappa 0 kappa 0 kappa 0 kappa 0 kappa -0.010361993398625619 kappa 0 kappa 0.05346625601123889 kappa 0 kappa 0.03645833333333326 kappa -0.015625 kb_relative_information_score -0.0004491364317517815 kb_relative_information_score 0 kb_relative_information_score 0 kb_relative_information_score 0 kb_relative_information_score -0.00007560299092621829 kb_relative_information_score 0 kb_relative_information_score 0.0004443318149865885 kb_relative_information_score 0.0015317288294565542 kb_relative_information_score 0.00034723147034989026 kb_relative_information_score -0.0003956475610727876 mean_absolute_error 0.5001561064656974 mean_absolute_error 0.5 mean_absolute_error 0.5 mean_absolute_error 0.5 mean_absolute_error 0.5000263346063901 mean_absolute_error 0.5 mean_absolute_error 0.49984513137368936 mean_absolute_error 0.49946148019357667 mean_absolute_error 0.49987884786487746 mean_absolute_error 0.5001387783081437 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 number_of_instances 385 [192,193] number_of_instances 385 [192,193] number_of_instances 385 [192,193] number_of_instances 385 [192,193] number_of_instances 385 [193,192] number_of_instances 385 [193,192] number_of_instances 385 [193,192] number_of_instances 385 [193,192] number_of_instances 384 [192,192] number_of_instances 384 [192,192] precision 0.3746668030132597 [0.498688,0.25] precision 0.5330416074098384 [0.519856,0.546296] precision 0.525203465476503 [0.511945,0.538462] precision 0.4911762002512332 [0.494163,0.488189] predictive_accuracy 0.4987012987012987 predictive_accuracy 0.4987012987012987 predictive_accuracy 0.4987012987012987 predictive_accuracy 0.4987012987012987 predictive_accuracy 0.4961038961038961 predictive_accuracy 0.5012987012987012 predictive_accuracy 0.5272727272727272 predictive_accuracy 0.5012987012987012 predictive_accuracy 0.5182291666666666 predictive_accuracy 0.4921875 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 relative_absolute_error 1.0003122129313948 relative_absolute_error 1 relative_absolute_error 1 relative_absolute_error 1 relative_absolute_error 1.0000526692127802 relative_absolute_error 1 relative_absolute_error 0.9996902627473787 relative_absolute_error 0.9989229603871533 relative_absolute_error 0.9997576957297549 relative_absolute_error 1.0002775566162874 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_squared_error 0.5001782597148562 root_mean_squared_error 0.5 root_mean_squared_error 0.5 root_mean_squared_error 0.5 root_mean_squared_error 0.5000266013329383 root_mean_squared_error 0.5 root_mean_squared_error 0.4998602132499733 root_mean_squared_error 0.4995203269995167 root_mean_squared_error 0.4998883221973023 root_mean_squared_error 0.5001667677962467 root_relative_squared_error 1.0003565194297124 root_relative_squared_error 1 root_relative_squared_error 1 root_relative_squared_error 1 root_relative_squared_error 1.0000532026658766 root_relative_squared_error 1 root_relative_squared_error 0.9997204264999466 root_relative_squared_error 0.9990406539990334 root_relative_squared_error 0.9997766443946046 root_relative_squared_error 1.0003335355924934 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 unweighted_recall 0.5 [1,0] unweighted_recall 0.5 [1,0] unweighted_recall 0.5 [1,0] unweighted_recall 0.5 [1,0] unweighted_recall 0.49483214594127806 [0.984456,0.005208] unweighted_recall 0.5 [1,0] unweighted_recall 0.5267028281519862 [0.746114,0.307292] unweighted_recall 0.5 [1,0] unweighted_recall 0.5182291666666666 [0.78125,0.255208] unweighted_recall 0.4921875 [0.661458,0.322917] usercpu_time_millis 1781.25 usercpu_time_millis 1687.5 usercpu_time_millis 1765.625 usercpu_time_millis 1765.625 usercpu_time_millis 1781.25 usercpu_time_millis 1906.25 usercpu_time_millis 1937.5 usercpu_time_millis 1921.875 usercpu_time_millis 1906.25 usercpu_time_millis 2000 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 0 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 15.625 usercpu_time_millis_training 1765.625 usercpu_time_millis_training 1687.5 usercpu_time_millis_training 1750 usercpu_time_millis_training 1750 usercpu_time_millis_training 1765.625 usercpu_time_millis_training 1890.625 usercpu_time_millis_training 1921.875 usercpu_time_millis_training 1906.25 usercpu_time_millis_training 1890.625 usercpu_time_millis_training 1984.375 wall_clock_time_millis 1068.6473846435547 wall_clock_time_millis 1045.0444221496582 wall_clock_time_millis 1047.6436614990234 wall_clock_time_millis 1050.3220558166504 wall_clock_time_millis 1112.858772277832 wall_clock_time_millis 1132.1473121643066 wall_clock_time_millis 1179.762363433838 wall_clock_time_millis 1155.886173248291 wall_clock_time_millis 1211.5097045898438 wall_clock_time_millis 1278.6424160003662 wall_clock_time_millis_testing 14.334678649902344 wall_clock_time_millis_testing 14.006853103637695 wall_clock_time_millis_testing 14.246702194213867 wall_clock_time_millis_testing 14.521121978759766 wall_clock_time_millis_testing 13.820648193359375 wall_clock_time_millis_testing 14.347076416015625 wall_clock_time_millis_testing 14.300823211669922 wall_clock_time_millis_testing 14.421939849853516 wall_clock_time_millis_testing 14.666080474853516 wall_clock_time_millis_testing 14.101982116699219 wall_clock_time_millis_training 1054.3127059936523 wall_clock_time_millis_training 1031.0375690460205 wall_clock_time_millis_training 1033.3969593048096 wall_clock_time_millis_training 1035.8009338378906 wall_clock_time_millis_training 1099.0381240844727 wall_clock_time_millis_training 1117.800235748291 wall_clock_time_millis_training 1165.461540222168 wall_clock_time_millis_training 1141.4642333984375 wall_clock_time_millis_training 1196.8436241149902 wall_clock_time_millis_training 1264.540433883667 weighted_recall 0.4987012987012987 [1,0] weighted_recall 0.4987012987012987 [1,0] weighted_recall 0.4987012987012987 [1,0] weighted_recall 0.4987012987012987 [1,0] weighted_recall 0.4961038961038961 [0.984456,0.005208] weighted_recall 0.5012987012987012 [1,0] weighted_recall 0.5272727272727272 [0.746114,0.307292] weighted_recall 0.5012987012987012 [1,0] weighted_recall 0.5182291666666666 [0.78125,0.255208] weighted_recall 0.4921875 [0.661458,0.322917]