10329921 8323 Heinrich Peters 9964 Supervised Classification 16345 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1) 8185536 add_indicator false 12737 copy true 12737 fill_value null 12737 missing_values NaN 12737 strategy "most_frequent" 12737 verbose 0 12737 copy true 13294 with_mean true 13294 with_std true 13294 C 0.7528354211939281 13389 cache_size 200 13389 class_weight null 13389 coef0 0.0 13389 decision_function_shape "ovr" 13389 degree 3 13389 gamma 0.19343179669761962 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 45586 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. 1501 semeion https://www.openml.org/data/download/1592293/phptd5jYj -1 21581539 description https://api.openml.org/data/download/21581539/description.xml -1 21581540 predictions https://api.openml.org/data/download/21581540/predictions.arff area_under_roc_curve 0.4997201335941191 [0.499759,0.5,0.497379,0.5,0.5,0.500108,0.5,0.5,0.5,0.5] average_cost 0 kappa -0.000559673669897801 kb_relative_information_score 0.05932530705307392 mean_absolute_error 0.17978656622723937 mean_prior_absolute_error 0.17999701595290427 number_of_instances 1593 [161,158,162,159,159,161,159,161,158,155] predictive_accuracy 0.10106716886377903 prior_entropy 3.3218194939376526 recall 0.10106716886377903 [0.099379,0,0.796296,0,0,0.099379,0,0,0,0] relative_absolute_error 0.9988308154746303 root_mean_prior_squared_error 0.2999974977708246 root_mean_squared_error 0.4240124599905519 root_relative_squared_error 1.4133866553595906 total_cost 0 area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5034965034965034 [0.5,0.5,0.529412,0.5,0.5,0.503497,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5] 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 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0.006949331456720631 kappa 0 kappa 0 kappa 0 kappa 0 kb_relative_information_score 0.05817192351344296 kb_relative_information_score 0.05816660383905945 kb_relative_information_score 0.05816660383905945 kb_relative_information_score 0.05882178621875807 kb_relative_information_score 0.05905682852465561 kb_relative_information_score 0.06559412928501755 kb_relative_information_score 0.05882348702858276 kb_relative_information_score 0.05882439457626235 kb_relative_information_score 0.05882439457626235 kb_relative_information_score 0.05882527940508639 mean_absolute_error 0.17999999999999955 mean_absolute_error 0.17999999999999955 mean_absolute_error 0.17999999999999955 mean_absolute_error 0.17987421383647756 mean_absolute_error 0.17987421383647756 mean_absolute_error 0.17861635220125743 mean_absolute_error 0.17987421383647756 mean_absolute_error 0.17987421383647756 mean_absolute_error 0.17987421383647756 mean_absolute_error 0.17987421383647756 mean_prior_absolute_error 0.17999999999999963 mean_prior_absolute_error 0.17999532127261347 mean_prior_absolute_error 0.17999532127261347 mean_prior_absolute_error 0.17999662582343604 mean_prior_absolute_error 0.17999348705453969 mean_prior_absolute_error 0.17999348705453969 mean_prior_absolute_error 0.17999819520788427 mean_prior_absolute_error 0.17999897990010832 mean_prior_absolute_error 0.17999897990010832 mean_prior_absolute_error 0.1799997645923324 number_of_instances 160 [16,16,16,16,16,16,16,16,16,16] number_of_instances 160 [16,16,16,16,16,16,16,17,16,15] number_of_instances 160 [16,16,16,16,16,17,16,16,16,15] number_of_instances 159 [16,16,16,16,16,16,16,16,16,15] number_of_instances 159 [16,16,17,16,16,16,16,16,15,15] number_of_instances 159 [16,16,17,16,16,16,16,16,15,15] number_of_instances 159 [17,16,16,15,16,16,15,16,16,16] number_of_instances 159 [16,15,16,16,16,16,16,16,16,16] number_of_instances 159 [16,15,16,16,16,16,16,16,16,16] number_of_instances 159 [16,16,16,16,15,16,16,16,16,16] predictive_accuracy 0.1 predictive_accuracy 0.1 predictive_accuracy 0.1 predictive_accuracy 0.10062893081761005 predictive_accuracy 0.10062893081761005 predictive_accuracy 0.1069182389937107 predictive_accuracy 0.10062893081761005 predictive_accuracy 0.10062893081761005 predictive_accuracy 0.10062893081761005 predictive_accuracy 0.10062893081761005 prior_entropy 3.322035652456755 prior_entropy 3.321695353806615 prior_entropy 3.321695353806615 prior_entropy 3.3217896094452106 prior_entropy 3.3215641679424013 prior_entropy 3.3215641679424013 prior_entropy 3.321906615533436 prior_entropy 3.321962444265476 prior_entropy 3.321962444265476 prior_entropy 3.3220193319359352 recall 0.1 [0,0,1,0,0,0,0,0,0,0] recall 0.1 [0,0,1,0,0,0,0,0,0,0] recall 0.1 [0,0,1,0,0,0,0,0,0,0] recall 0.10062893081761007 [0,0,1,0,0,0,0,0,0,0] recall 0.10062893081761007 [1,0,0,0,0,0,0,0,0,0] recall 0.1069182389937107 [0,0,0.058824,0,0,1,0,0,0,0] recall 0.10062893081761007 [0,0,1,0,0,0,0,0,0,0] recall 0.10062893081761007 [0,0,1,0,0,0,0,0,0,0] recall 0.10062893081761007 [0,0,1,0,0,0,0,0,0,0] recall 0.10062893081761007 [0,0,1,0,0,0,0,0,0,0] relative_absolute_error 0.9999999999999994 relative_absolute_error 1.0000259936055726 relative_absolute_error 1.0000259936055726 relative_absolute_error 0.9993199206574097 relative_absolute_error 0.9993373470339736 relative_absolute_error 0.9923489739777921 relative_absolute_error 0.9993112076970354 relative_absolute_error 0.9993068512738239 relative_absolute_error 0.9993068512738239 relative_absolute_error 0.999302494888595 root_mean_prior_squared_error 0.3000024711829099 root_mean_prior_squared_error 0.2999946732668207 root_mean_prior_squared_error 0.2999946732668207 root_mean_prior_squared_error 0.2999968475489186 root_mean_prior_squared_error 0.2999916161668401 root_mean_prior_squared_error 0.2999916161668401 root_mean_prior_squared_error 0.29999946320574855 root_mean_prior_squared_error 0.30000077102561146 root_mean_prior_squared_error 0.30000077102561146 root_mean_prior_squared_error 0.30000207883977315 root_mean_squared_error 0.424264068711928 root_mean_squared_error 0.424264068711928 root_mean_squared_error 0.424264068711928 root_mean_squared_error 0.42411580238948604 root_mean_squared_error 0.42411580238948604 root_mean_squared_error 0.4226302783772803 root_mean_squared_error 0.42411580238948604 root_mean_squared_error 0.42411580238948604 root_mean_squared_error 0.42411580238948604 root_mean_squared_error 0.42411580238948604 root_relative_squared_error 1.4142019132010966 root_relative_squared_error 1.4142386732799748 root_relative_squared_error 1.4142386732799748 root_relative_squared_error 1.4137341970579478 root_relative_squared_error 1.4137588503593859 root_relative_squared_error 1.4088069652661053 root_relative_squared_error 1.4137218708908648 root_relative_squared_error 1.4137157079282263 root_relative_squared_error 1.4137157079282263 root_relative_squared_error 1.4137095450461872 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 1888.8610980066005 usercpu_time_millis 1872.335911000846 usercpu_time_millis 1863.5548859892879 usercpu_time_millis 1866.3006389979273 usercpu_time_millis 1860.5789510183968 usercpu_time_millis 1861.2099519959884 usercpu_time_millis 1866.4586349914316 usercpu_time_millis 1864.3011410022154 usercpu_time_millis 1865.788712995709 usercpu_time_millis 1870.907086020452 usercpu_time_millis_testing 104.24000700004399 usercpu_time_millis_testing 104.0783609932987 usercpu_time_millis_testing 104.2332590004662 usercpu_time_millis_testing 103.7115509971045 usercpu_time_millis_testing 103.72116100916173 usercpu_time_millis_testing 103.53103499801364 usercpu_time_millis_testing 103.63315998984035 usercpu_time_millis_testing 103.56177399808075 usercpu_time_millis_testing 103.31822799344081 usercpu_time_millis_testing 103.53350100922398 usercpu_time_millis_training 1784.6210910065565 usercpu_time_millis_training 1768.2575500075473 usercpu_time_millis_training 1759.3216269888217 usercpu_time_millis_training 1762.5890880008228 usercpu_time_millis_training 1756.857790009235 usercpu_time_millis_training 1757.6789169979747 usercpu_time_millis_training 1762.8254750015913 usercpu_time_millis_training 1760.7393670041347 usercpu_time_millis_training 1762.470485002268 usercpu_time_millis_training 1767.373585011228 wall_clock_time_millis 1905.012845993042 wall_clock_time_millis 1872.493028640747 wall_clock_time_millis 1863.7018203735352 wall_clock_time_millis 1866.4560317993164 wall_clock_time_millis 1860.7263565063477 wall_clock_time_millis 1861.36794090271 wall_clock_time_millis 1866.6152954101562 wall_clock_time_millis 1864.4604682922363 wall_clock_time_millis 1865.936040878296 wall_clock_time_millis 1871.0627555847168 wall_clock_time_millis_testing 104.25806045532227 wall_clock_time_millis_testing 104.0959358215332 wall_clock_time_millis_testing 104.25305366516113 wall_clock_time_millis_testing 103.7302017211914 wall_clock_time_millis_testing 103.74021530151367 wall_clock_time_millis_testing 103.55067253112793 wall_clock_time_millis_testing 103.65104675292969 wall_clock_time_millis_testing 103.58166694641113 wall_clock_time_millis_testing 103.33776473999023 wall_clock_time_millis_testing 103.55162620544434 wall_clock_time_millis_training 1800.7547855377197 wall_clock_time_millis_training 1768.3970928192139 wall_clock_time_millis_training 1759.448766708374 wall_clock_time_millis_training 1762.725830078125 wall_clock_time_millis_training 1756.986141204834 wall_clock_time_millis_training 1757.817268371582 wall_clock_time_millis_training 1762.9642486572266 wall_clock_time_millis_training 1760.8788013458252 wall_clock_time_millis_training 1762.5982761383057 wall_clock_time_millis_training 1767.5111293792725