142410 2 Joaquin Vanschoren 3517 Supervised Classification predictive_accuracy 423 weka.AdaBoostM1_SMO_PolyKernel(2) 683 weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 40 -W 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" I 40 423 P 100 423 S 1 423 W weka.classifiers.functions.SMO 423 C 1.0 424 L 0.001 424 N 0 424 P 1.0E-12 424 V -1 424 W 1 424 382 ipums_la_97-small https://www.openml.org/data/download/52422/ipums_la_97-small.arff -1 460443 description https://api.openml.org/data/download/460443/weka_generated_run6010664115422800781.xml -1 460446 model_readable https://api.openml.org/data/download/460446/WekaModel_weka.classifiers.meta.AdaBoostM15571615146167760304.model -1 460445 model_serialized https://api.openml.org/data/download/460445/WekaSerialized_weka.classifiers.meta.AdaBoostM16361335937741938897.model -1 460444 predictions https://api.openml.org/data/download/460444/weka_generated_predictions196371105670577290.arff area_under_roc_curve 0.697363 [0.765295,0.616205,0.576073,0.59518,0.772424,0.73546,0.655156,0.606837] average_cost 0 build_cpu_time 26572.841849 build_memory 635123727.092748 f_measure 0.411941 [0.580519,0.264415,0.16016,0.251179,0.525621,0.44788,0.275472,0.195804] kappa 0.29651 kb_relative_information_score 2332.666975 mean_absolute_error 0.14498 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 0.406863 [0.552142,0.267689,0.169851,0.263941,0.501853,0.446766,0.331818,0.245614] predictive_accuracy 0.41986 prior_entropy 2.759053 recall 0.41986 [0.611971,0.26122,0.151515,0.239595,0.551752,0.449,0.235484,0.162791] relative_absolute_error 0.696493 root_mean_prior_squared_error 0.322602 root_mean_squared_error 0.376434 root_relative_squared_error 1.166867 scimark_benchmark 907.189881 [560.6688329969002, 984.1445671277309, 479.77736813077775, 913.0755670421655, 1598.2830684598553] total_cost 0 area_under_roc_curve 0.691712 [0.765028,0.609149,0.584615,0.571329,0.770329,0.716744,0.625523,0.657943] area_under_roc_curve 0.694578 [0.737179,0.607392,0.609079,0.590227,0.795912,0.723895,0.685712,0.615303] area_under_roc_curve 0.686906 [0.748224,0.646201,0.566677,0.59502,0.743306,0.718505,0.643983,0.584077] area_under_roc_curve 0.700716 [0.762947,0.623971,0.587028,0.609702,0.747209,0.746196,0.690159,0.651229] area_under_roc_curve 0.683579 [0.756641,0.583768,0.577739,0.548305,0.778978,0.718164,0.682635,0.562813] area_under_roc_curve 0.694228 [0.765677,0.57304,0.542228,0.594965,0.78102,0.76255,0.631244,0.62133] area_under_roc_curve 0.709491 [0.768056,0.645837,0.567738,0.594727,0.817552,0.737101,0.638118,0.639139] area_under_roc_curve 0.710513 [0.80803,0.625558,0.596491,0.61762,0.769743,0.717259,0.65855,0.575643] area_under_roc_curve 0.691597 [0.758848,0.627764,0.566212,0.602599,0.750741,0.74392,0.627422,0.561703] area_under_roc_curve 0.710943 [0.783597,0.622112,0.563782,0.625872,0.770213,0.769218,0.669138,0.599715] 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 build_cpu_time 26304.616 build_cpu_time 25510.749 build_cpu_time 26597.133 build_cpu_time 25297.989 build_cpu_time 26770.079 build_cpu_time 26745.927 build_cpu_time 26639.399 build_cpu_time 28262.979 build_cpu_time 26551.773 build_cpu_time 27048.452 build_memory 711582328 build_memory 591922688 build_memory 597855120 build_memory 931847072 build_memory 668220120 build_memory 837275904 build_memory 762774752 build_memory 300950016 build_memory 685691472 build_memory 262587120 f_measure 0.388839 [0.572792,0.2375,0.168421,0.157576,0.52381,0.418182,0.163265,0.272727] f_measure 0.405468 [0.538462,0.256983,0.236364,0.239521,0.538462,0.44,0.264151,0.222222] f_measure 0.402227 [0.548718,0.32967,0.138614,0.258427,0.475096,0.437811,0.307692,0.205128] f_measure 0.400282 [0.581114,0.282209,0.15534,0.266667,0.458498,0.425743,0.25,0.204082] f_measure 0.395129 [0.57554,0.218391,0.133333,0.210526,0.539924,0.42,0.326531,0.1] f_measure 0.402935 [0.576271,0.213483,0.153846,0.213333,0.524715,0.455446,0.285714,0.266667] f_measure 0.436414 [0.585608,0.299465,0.153846,0.25,0.625,0.465347,0.254545,0.216216] f_measure 0.430346 [0.607229,0.268293,0.212766,0.318681,0.529183,0.446701,0.313725,0.090909] f_measure 0.405732 [0.573529,0.259887,0.114286,0.282209,0.501901,0.471204,0.290909,0.095238] f_measure 0.447974 [0.641148,0.27451,0.129032,0.297436,0.540323,0.505263,0.295082,0.272727] kappa 0.271838 kappa 0.287318 kappa 0.282471 kappa 0.281981 kappa 0.27816 kappa 0.287301 kappa 0.327252 kappa 0.319679 kappa 0.288777 kappa 0.34037 kb_relative_information_score 217.75954 kb_relative_information_score 232.326588 kb_relative_information_score 224.822661 kb_relative_information_score 227.24896 kb_relative_information_score 221.349793 kb_relative_information_score 228.408457 kb_relative_information_score 252.228201 kb_relative_information_score 245.328174 kb_relative_information_score 225.095643 kb_relative_information_score 258.098957 mean_absolute_error 0.149593 mean_absolute_error 0.146984 mean_absolute_error 0.149043 mean_absolute_error 0.147881 mean_absolute_error 0.147845 mean_absolute_error 0.146175 mean_absolute_error 0.139053 mean_absolute_error 0.140247 mean_absolute_error 0.146824 mean_absolute_error 0.136138 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 0.381521 [0.533333,0.260274,0.186047,0.171053,0.511628,0.383333,0.222222,0.333333] precision 0.403913 [0.535714,0.25,0.22807,0.25641,0.510949,0.44,0.318182,0.25] precision 0.401551 [0.545918,0.315789,0.145833,0.258427,0.449275,0.435644,0.380952,0.285714] precision 0.39544 [0.547945,0.298701,0.16,0.289474,0.446154,0.421569,0.28,0.217391] precision 0.388809 [0.538117,0.218391,0.162162,0.216867,0.507143,0.42,0.444444,0.142857] precision 0.399294 [0.543379,0.208791,0.156863,0.262295,0.489362,0.45098,0.388889,0.315789] precision 0.434025 [0.564593,0.28,0.156863,0.28169,0.597015,0.460784,0.291667,0.363636] precision 0.42485 [0.570136,0.285714,0.243902,0.311828,0.503704,0.453608,0.4,0.111111] precision 0.401793 [0.544186,0.255556,0.115385,0.310811,0.471429,0.494505,0.333333,0.125] precision 0.444809 [0.595556,0.318182,0.146341,0.273585,0.536,0.533333,0.3,0.333333] predictive_accuracy 0.401709 predictive_accuracy 0.408832 predictive_accuracy 0.405983 predictive_accuracy 0.407407 predictive_accuracy 0.407407 predictive_accuracy 0.413105 predictive_accuracy 0.444444 predictive_accuracy 0.440171 predictive_accuracy 0.413105 predictive_accuracy 0.456491 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 0.401709 [0.618557,0.218391,0.153846,0.146067,0.536585,0.46,0.129032,0.230769] recall 0.408832 [0.541237,0.264368,0.245283,0.224719,0.569106,0.44,0.225806,0.2] recall 0.405983 [0.551546,0.344828,0.132075,0.258427,0.504065,0.44,0.258065,0.16] recall 0.407407 [0.618557,0.267442,0.150943,0.247191,0.471545,0.43,0.225806,0.192308] recall 0.407407 [0.618557,0.218391,0.113208,0.204545,0.577236,0.42,0.258065,0.076923] recall 0.413105 [0.613402,0.218391,0.150943,0.179775,0.565574,0.46,0.225806,0.230769] recall 0.444444 [0.608247,0.321839,0.150943,0.224719,0.655738,0.47,0.225806,0.153846] recall 0.440171 [0.649485,0.252874,0.188679,0.325843,0.557377,0.44,0.258065,0.076923] recall 0.413105 [0.606218,0.264368,0.113208,0.258427,0.536585,0.45,0.258065,0.076923] recall 0.456491 [0.694301,0.241379,0.115385,0.325843,0.544715,0.48,0.290323,0.230769] relative_absolute_error 0.718734 relative_absolute_error 0.706247 relative_absolute_error 0.716139 relative_absolute_error 0.710451 relative_absolute_error 0.710273 relative_absolute_error 0.702191 relative_absolute_error 0.667978 relative_absolute_error 0.673715 relative_absolute_error 0.705188 relative_absolute_error 0.653969 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 0.382239 root_mean_squared_error 0.378692 root_mean_squared_error 0.381842 root_mean_squared_error 0.379599 root_mean_squared_error 0.381331 root_mean_squared_error 0.379133 root_mean_squared_error 0.367735 root_mean_squared_error 0.369955 root_mean_squared_error 0.378774 root_mean_squared_error 0.364526 root_relative_squared_error 1.184989 root_relative_squared_error 1.174071 root_relative_squared_error 1.183836 root_relative_squared_error 1.176707 root_relative_squared_error 1.182072 root_relative_squared_error 1.175162 root_relative_squared_error 1.139831 root_relative_squared_error 1.146712 root_relative_squared_error 1.173844 root_relative_squared_error 1.129868 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