196851 2 Joaquin Vanschoren 3517 Supervised Classification predictive_accuracy 1178 weka.SMO_PolyKernel(10) 2020 weka.classifiers.functions.SMO -- -C 1.0 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.PolyKernel -E 1.0 -C 250007" E 1.0 1110 C 250007 1110 C 1.0 1178 N 0 1178 L 0.001 1178 P 1.0E-12 1178 V -1 1178 W 1 1178 K weka.classifiers.functions.supportVector.PolyKernel 1178 study_1 weka weka_3.7.12 382 ipums_la_97-small https://www.openml.org/data/download/52422/ipums_la_97-small.arff -1 650331 description https://api.openml.org/data/download/650331/weka_generated_run9215122077499257819.xml -1 650334 model_readable https://api.openml.org/data/download/650334/WekaModel_weka.classifiers.functions.SMO5891597916393134807.model -1 650333 model_serialized https://api.openml.org/data/download/650333/WekaSerialized_weka.classifiers.functions.SMO7742151601884893772.model -1 650332 predictions https://api.openml.org/data/download/650332/weka_generated_predictions7839668601153764137.arff area_under_roc_curve 0.812661 [0.837875,0.756342,0.745443,0.638841,0.877147,0.872683,0.911956,0.890826] average_cost 0 f_measure 0.420466 [0.605903,0.258737,0.159744,0.246479,0.53855,0.449231,0.285714,0.194175] kappa 0.309389 kb_relative_information_score 1392.748192 mean_absolute_error 0.19721 mean_prior_absolute_error 0.208156 number_of_instances 7019 [1938,869,528,889,1227,1000,310,258] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.413159 [0.558555,0.276903,0.182482,0.257669,0.508696,0.461053,0.32,0.25974] predictive_accuracy 0.432968 prior_entropy 2.759053 recall 0.432968 [0.662023,0.242808,0.142045,0.23622,0.572127,0.438,0.258065,0.155039] relative_absolute_error 0.947411 root_mean_prior_squared_error 0.322602 root_mean_squared_error 0.307047 root_relative_squared_error 0.951783 scimark_benchmark 915.672918 [554.431243089541, 1004.1453769221171, 479.7774192424144, 898.9849449421491, 1641.0256071673816] total_cost 0 usercpu_time_millis 2164090 usercpu_time_millis_testing 9540 usercpu_time_millis_training 2154550 area_under_roc_curve 0.808016 [0.828096,0.75321,0.752618,0.626684,0.880569,0.861146,0.931638,0.878101] area_under_roc_curve 0.802393 [0.816412,0.751005,0.738248,0.625245,0.878407,0.861711,0.914764,0.888479] area_under_roc_curve 0.805537 [0.825985,0.787067,0.759514,0.629259,0.848189,0.858621,0.903226,0.892939] area_under_roc_curve 0.814911 [0.85117,0.754209,0.737056,0.647937,0.856572,0.876354,0.925941,0.909621] area_under_roc_curve 0.801168 [0.8401,0.734399,0.761215,0.570847,0.880464,0.855465,0.914451,0.876053] area_under_roc_curve 0.808262 [0.83284,0.730904,0.702852,0.642484,0.880971,0.887176,0.909716,0.900432] area_under_roc_curve 0.819072 [0.846939,0.76049,0.745981,0.633374,0.898311,0.879369,0.885727,0.908625] area_under_roc_curve 0.823942 [0.849993,0.759761,0.761709,0.687914,0.883493,0.870789,0.903995,0.881742] area_under_roc_curve 0.813104 [0.831489,0.772208,0.740588,0.638937,0.873717,0.88598,0.901687,0.884815] area_under_roc_curve 0.830904 [0.857742,0.758508,0.754919,0.683603,0.892734,0.889676,0.930958,0.892279] 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 0.405865 [0.617117,0.211921,0.121951,0.216867,0.558491,0.4,0.166667,0.27907] f_measure 0.419182 [0.579853,0.272189,0.231579,0.287293,0.541985,0.376344,0.322581,0.238095] f_measure 0.404741 [0.570048,0.321839,0.11236,0.264368,0.471042,0.452261,0.254545,0.2] f_measure 0.404997 [0.609929,0.217949,0.15534,0.226415,0.482759,0.437811,0.357143,0.177778] f_measure 0.408124 [0.627358,0.261364,0.117647,0.153846,0.539326,0.42268,0.352941,0.105263] f_measure 0.414459 [0.588235,0.235294,0.104167,0.225,0.548263,0.484848,0.27451,0.266667] f_measure 0.435694 [0.59759,0.282353,0.161616,0.210526,0.601562,0.5,0.258065,0.25641] f_measure 0.43232 [0.62844,0.258065,0.209302,0.306011,0.548263,0.43617,0.25,0.097561] f_measure 0.412362 [0.591017,0.259259,0.163636,0.245161,0.533835,0.466321,0.280702,0.052632] f_measure 0.460484 [0.646226,0.256757,0.212766,0.311828,0.561265,0.515464,0.322581,0.243902] kappa 0.298679 kappa 0.304645 kappa 0.288189 kappa 0.291303 kappa 0.297257 kappa 0.302413 kappa 0.325874 kappa 0.326115 kappa 0.301444 kappa 0.35792 kb_relative_information_score 138.665797 kb_relative_information_score 137.780651 kb_relative_information_score 137.465916 kb_relative_information_score 140.094099 kb_relative_information_score 136.054302 kb_relative_information_score 138.895672 kb_relative_information_score 140.617343 kb_relative_information_score 140.777592 kb_relative_information_score 139.163747 kb_relative_information_score 143.233073 mean_absolute_error 0.197255 mean_absolute_error 0.197688 mean_absolute_error 0.197599 mean_absolute_error 0.197065 mean_absolute_error 0.197662 mean_absolute_error 0.197255 mean_absolute_error 0.197014 mean_absolute_error 0.196836 mean_absolute_error 0.197306 mean_absolute_error 0.196416 mean_prior_absolute_error 0.208134 mean_prior_absolute_error 0.20812 mean_prior_absolute_error 0.20812 mean_prior_absolute_error 0.208151 mean_prior_absolute_error 0.208152 mean_prior_absolute_error 0.208169 mean_prior_absolute_error 0.208169 mean_prior_absolute_error 0.208169 mean_prior_absolute_error 0.208205 mean_prior_absolute_error 0.208173 number_of_instances 702 [194,87,52,89,123,100,31,26] number_of_instances 702 [194,87,53,89,123,100,31,25] number_of_instances 702 [194,87,53,89,123,100,31,25] number_of_instances 702 [194,86,53,89,123,100,31,26] number_of_instances 702 [194,87,53,88,123,100,31,26] number_of_instances 702 [194,87,53,89,122,100,31,26] number_of_instances 702 [194,87,53,89,122,100,31,26] number_of_instances 702 [194,87,53,89,122,100,31,26] number_of_instances 702 [193,87,53,89,123,100,31,26] number_of_instances 701 [193,87,52,89,123,100,31,26] precision 0.394802 [0.548,0.25,0.166667,0.233766,0.521127,0.390476,0.235294,0.352941] precision 0.415652 [0.553991,0.280488,0.261905,0.282609,0.510791,0.406977,0.322581,0.294118] precision 0.398618 [0.536364,0.321839,0.138889,0.270588,0.448529,0.454545,0.291667,0.266667] precision 0.397615 [0.563319,0.242857,0.16,0.257143,0.456522,0.435644,0.4,0.210526] precision 0.399531 [0.578261,0.258427,0.15625,0.160494,0.5,0.43617,0.45,0.166667] precision 0.407314 [0.541126,0.240964,0.116279,0.253521,0.518248,0.489796,0.35,0.315789] precision 0.43168 [0.561086,0.289157,0.173913,0.219512,0.574627,0.521739,0.258065,0.384615] precision 0.424991 [0.566116,0.294118,0.272727,0.297872,0.518248,0.465909,0.28,0.133333] precision 0.405133 [0.543478,0.28,0.157895,0.287879,0.496503,0.483871,0.307692,0.083333] precision 0.4559 [0.593074,0.311475,0.238095,0.298969,0.546154,0.531915,0.322581,0.333333] predictive_accuracy 0.428775 predictive_accuracy 0.425926 predictive_accuracy 0.41453 predictive_accuracy 0.417379 predictive_accuracy 0.424501 predictive_accuracy 0.42735 predictive_accuracy 0.444444 predictive_accuracy 0.448718 predictive_accuracy 0.425926 predictive_accuracy 0.472183 prior_entropy 2.759053 prior_entropy 2.759053 prior_entropy 2.759053 prior_entropy 2.759053 prior_entropy 2.759053 prior_entropy 2.759053 prior_entropy 2.759053 prior_entropy 2.759053 prior_entropy 2.759053 prior_entropy 2.759053 recall 0.428775 [0.706186,0.183908,0.096154,0.202247,0.601626,0.41,0.129032,0.230769] recall 0.425926 [0.608247,0.264368,0.207547,0.292135,0.577236,0.35,0.322581,0.2] recall 0.41453 [0.608247,0.321839,0.09434,0.258427,0.495935,0.45,0.225806,0.16] recall 0.417379 [0.664948,0.197674,0.150943,0.202247,0.512195,0.44,0.322581,0.153846] recall 0.424501 [0.685567,0.264368,0.09434,0.147727,0.585366,0.41,0.290323,0.076923] recall 0.42735 [0.64433,0.229885,0.09434,0.202247,0.581967,0.48,0.225806,0.230769] recall 0.444444 [0.639175,0.275862,0.150943,0.202247,0.631148,0.48,0.258065,0.192308] recall 0.448718 [0.706186,0.229885,0.169811,0.314607,0.581967,0.41,0.225806,0.076923] recall 0.425926 [0.647668,0.241379,0.169811,0.213483,0.577236,0.45,0.258065,0.038462] recall 0.472183 [0.709845,0.218391,0.192308,0.325843,0.577236,0.5,0.322581,0.192308] relative_absolute_error 0.947732 relative_absolute_error 0.949873 relative_absolute_error 0.949445 relative_absolute_error 0.946737 relative_absolute_error 0.949604 relative_absolute_error 0.947571 relative_absolute_error 0.94641 relative_absolute_error 0.945555 relative_absolute_error 0.947651 relative_absolute_error 0.943524 root_mean_prior_squared_error 0.322567 root_mean_prior_squared_error 0.322546 root_mean_prior_squared_error 0.322546 root_mean_prior_squared_error 0.322594 root_mean_prior_squared_error 0.322596 root_mean_prior_squared_error 0.322622 root_mean_prior_squared_error 0.322622 root_mean_prior_squared_error 0.322622 root_mean_prior_squared_error 0.322678 root_mean_prior_squared_error 0.322627 root_mean_squared_error 0.307127 root_mean_squared_error 0.307834 root_mean_squared_error 0.307678 root_mean_squared_error 0.306801 root_mean_squared_error 0.307758 root_mean_squared_error 0.307154 root_mean_squared_error 0.306723 root_mean_squared_error 0.306455 root_mean_squared_error 0.307184 root_mean_squared_error 0.305751 root_relative_squared_error 0.952132 root_relative_squared_error 0.954389 root_relative_squared_error 0.953904 root_relative_squared_error 0.951044 root_relative_squared_error 0.954007 root_relative_squared_error 0.952055 root_relative_squared_error 0.950718 root_relative_squared_error 0.949887 root_relative_squared_error 0.951982 root_relative_squared_error 0.947692 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 1409100 usercpu_time_millis 1486910 usercpu_time_millis 1408380 usercpu_time_millis 1305210 usercpu_time_millis 1395030 usercpu_time_millis 1435970 usercpu_time_millis 1377500 usercpu_time_millis 1507150 usercpu_time_millis 1377410 usercpu_time_millis 1406360 usercpu_time_millis_testing 930 usercpu_time_millis_testing 930 usercpu_time_millis_testing 930 usercpu_time_millis_testing 930 usercpu_time_millis_testing 920 usercpu_time_millis_testing 920 usercpu_time_millis_testing 1030 usercpu_time_millis_testing 920 usercpu_time_millis_testing 950 usercpu_time_millis_testing 920 usercpu_time_millis_training 1408170 usercpu_time_millis_training 1485980 usercpu_time_millis_training 1407450 usercpu_time_millis_training 1304280 usercpu_time_millis_training 1394110 usercpu_time_millis_training 1435050 usercpu_time_millis_training 1376470 usercpu_time_millis_training 1506230 usercpu_time_millis_training 1376460 usercpu_time_millis_training 1405440