128872 2 Joaquin Vanschoren 3481 Supervised Classification 417 weka.AdaBoostM1_NaiveBayes(2) 660 weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 10 -W weka.classifiers.bayes.NaiveBayes I 10 417 P 100 417 S 1 417 W weka.classifiers.bayes.NaiveBayes 417 300 isolet https://www.openml.org/data/download/52405/phpB0xrNj -1 406619 description https://api.openml.org/data/download/406619/weka_generated_run6363940287258659907.xml -1 406622 model_readable https://api.openml.org/data/download/406622/WekaModel_weka.classifiers.meta.AdaBoostM12587028771355235776.model -1 406621 model_serialized https://api.openml.org/data/download/406621/WekaSerialized_weka.classifiers.meta.AdaBoostM16295948332372010463.model -1 406620 predictions https://api.openml.org/data/download/406620/weka_generated_predictions6433750422335723185.arff area_under_roc_curve 0.964861 [0.979874,0.841467,0.992233,0.931075,0.970203,0.864817,0.975691,0.995127,0.975384,0.986705,0.984303,0.982702,0.950836,0.982065,0.977667,0.882702,0.993476,0.994976,0.987981,0.964755,0.984632,0.926636,0.997513,0.992155,0.992001,0.978697] average_cost 0 build_cpu_time 298.09145 build_memory 1199419005.551879 f_measure 0.849558 [0.901454,0.536082,0.946827,0.750943,0.661692,0.825926,0.833922,0.97351,0.910017,0.887755,0.892157,0.925125,0.773286,0.777778,0.925734,0.684512,0.958678,0.927731,0.910828,0.768,0.936455,0.758503,0.825175,0.928,0.971235,0.896774] kappa 0.84474 kb_relative_information_score 5519.741328 mean_absolute_error 0.040219 mean_prior_absolute_error 0.073964 number_of_instances 7797 [300,300,300,300,300,298,300,300,300,300,300,300,299,300,300,300,300,300,300,300,300,300,300,300,300,300] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.860118 [0.874608,0.702703,0.975265,0.865217,0.527778,0.921488,0.887218,0.967105,0.927336,0.90625,0.875,0.923588,0.814815,0.762821,0.960573,0.802691,0.95082,0.935593,0.871951,0.738462,0.939597,0.774306,0.710843,0.892308,0.986254,0.86875] predictive_accuracy 0.850712 prior_entropy 4.700438 recall 0.850712 [0.93,0.433333,0.92,0.663333,0.886667,0.748322,0.786667,0.98,0.893333,0.87,0.91,0.926667,0.735786,0.793333,0.893333,0.596667,0.966667,0.92,0.953333,0.8,0.933333,0.743333,0.983333,0.966667,0.956667,0.926667] relative_absolute_error 0.543767 root_mean_prior_squared_error 0.192308 root_mean_squared_error 0.115569 root_relative_squared_error 0.600959 scimark_benchmark 937.911933 [559.7691512301901, 1013.9200573100866, 469.2927822387418, 908.9597582481955, 1737.6179174652511] total_cost 0 area_under_roc_curve 0.96873 [0.999911,0.837978,0.979356,0.970222,0.953422,0.8654,0.960022,1,0.980733,0.961133,0.9944,0.996044,0.980289,0.998644,0.980733,0.903178,0.998778,0.998578,0.978733,0.976778,0.997889,0.939133,0.998356,0.977311,1,0.959956] area_under_roc_curve 0.95995 [0.975178,0.741378,0.999867,0.930244,0.9636,0.923289,0.980289,0.9984,0.955756,0.998222,0.978311,0.961133,0.937778,0.994378,0.975844,0.851644,1,0.9968,0.997178,0.920222,0.980511,0.907378,0.995956,0.999756,1,0.995578] area_under_roc_curve 0.964942 [0.976244,0.750044,0.996022,0.921644,0.9866,0.901733,0.976667,0.980244,0.993689,0.997756,0.936711,0.980311,0.973267,0.955822,0.992511,0.882667,0.980178,0.999511,0.998444,0.9438,0.999156,0.990489,0.998067,0.998578,1,0.978333] area_under_roc_curve 0.9566 [0.9964,0.776689,0.980333,0.955,0.968022,0.845333,0.995867,0.9804,0.980067,0.978844,0.998556,0.9404,0.92,0.9584,0.998333,0.808422,0.997222,0.998089,0.997933,0.967156,0.9804,0.878689,0.996667,0.996,0.980444,0.997933] area_under_roc_curve 0.951982 [0.996556,0.7872,0.9976,0.938644,0.965711,0.846511,0.977378,0.980844,0.980822,0.958444,0.980889,0.980133,0.809333,0.933667,0.997622,0.956422,0.995622,0.997689,0.971089,0.899889,0.980178,0.862867,0.9962,0.998667,0.999911,0.961644] area_under_roc_curve 0.963125 [0.959822,0.895844,1,0.872533,0.989556,0.782156,0.972422,0.997844,0.995289,0.998533,0.994511,0.957089,0.899467,0.993822,0.975089,0.897111,1,0.999956,0.957022,0.995333,0.999289,0.936333,0.998622,0.9758,0.999267,0.998533] area_under_roc_curve 0.973353 [0.999933,0.933511,0.995556,0.936156,0.968022,0.902244,0.997511,1,0.959667,0.979467,0.980333,0.998533,0.952778,0.9968,0.952222,0.888089,0.9984,0.999956,0.997933,0.996733,0.978689,0.939533,0.997889,0.997467,0.979644,0.980111] area_under_roc_curve 0.965979 [0.957744,0.792968,0.960681,0.954651,0.968781,0.903516,0.975612,0.99931,0.979907,0.998887,0.980574,0.999889,0.996115,0.957766,1,0.922341,0.979751,0.979128,0.977971,0.959524,0.999866,0.901624,0.997997,0.999332,0.980641,0.991878] area_under_roc_curve 0.960024 [0.998576,0.851914,0.999889,0.913507,0.971696,0.798207,0.977214,0.998665,0.954784,0.998309,0.994726,0.979595,0.973899,0.997619,0.960614,0.861259,0.97826,0.996173,0.99704,0.898376,0.940921,0.952448,0.995572,0.995861,1,0.970116] area_under_roc_curve 0.966499 [0.938117,0.912483,0.999266,0.937383,0.972541,0.859517,0.960614,0.999332,0.979684,0.997842,0.999733,0.99911,0.958033,0.976413,0.980485,0.872296,1,0.979684,0.99713,0.997174,0.980329,0.875434,0.997997,0.998665,0.980396,0.975745] 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 417.518 build_cpu_time 318.476 build_cpu_time 267.655 build_cpu_time 364.066 build_cpu_time 174.28 build_cpu_time 320.602 build_cpu_time 314.794 build_cpu_time 215.696 build_cpu_time 315.655 build_cpu_time 272.056 build_memory 1505205416 build_memory 473548936 build_memory 1463131336 build_memory 1688783432 build_memory 1280544944 build_memory 692046640 build_memory 1292042528 build_memory 991105176 build_memory 1702080592 build_memory 905701864 f_measure 0.873126 [0.95082,0.6,0.933333,0.8,0.72,0.836364,0.827586,1,0.95082,0.862069,0.83871,0.947368,0.881356,0.885246,0.95082,0.769231,0.983051,0.933333,0.935484,0.825397,0.920635,0.758621,0.865672,0.888889,0.965517,0.870968] f_measure 0.846126 [0.830769,0.454545,0.947368,0.872727,0.658824,0.912281,0.915254,0.95082,0.857143,0.903226,0.870968,0.9,0.77193,0.761905,0.872727,0.666667,1,0.885246,0.920635,0.77193,0.933333,0.711864,0.777778,0.983051,0.983051,0.885246] f_measure 0.835598 [0.865672,0.454545,0.965517,0.654545,0.649351,0.877193,0.777778,0.966667,0.881356,0.847458,0.754098,0.983051,0.813559,0.758621,0.965517,0.592593,0.933333,0.9,0.935484,0.733333,0.933333,0.818182,0.8,0.933333,1,0.931034] f_measure 0.841114 [0.90625,0.444444,0.965517,0.807692,0.642857,0.846154,0.819672,0.983051,0.896552,0.912281,0.952381,0.842105,0.8,0.836364,0.903226,0.521739,0.966667,0.881356,0.952381,0.730159,0.983051,0.689655,0.821918,0.909091,0.965517,0.888889] f_measure 0.835093 [0.923077,0.509804,0.949153,0.777778,0.675,0.763636,0.758621,0.983051,0.966667,0.931034,0.983051,0.949153,0.461538,0.621622,0.95082,0.72,0.983051,0.966667,0.813559,0.685714,0.95082,0.763636,0.805556,0.9375,0.966667,0.915254] f_measure 0.834724 [0.931034,0.692308,0.928571,0.6,0.658228,0.653846,0.792453,0.983051,0.920635,0.813559,0.793651,0.9,0.779661,0.813559,0.928571,0.727273,0.983607,0.965517,0.861538,0.78125,0.949153,0.711864,0.84507,0.84375,0.949153,0.895522] f_measure 0.868122 [0.983051,0.714286,0.912281,0.723404,0.675,0.877193,0.912281,0.983607,0.866667,0.896552,0.935484,0.920635,0.827586,0.857143,0.892857,0.653846,0.903226,0.965517,0.952381,0.806452,0.885246,0.8,0.821918,0.949153,0.949153,0.90625] f_measure 0.854531 [0.881356,0.340426,0.912281,0.763636,0.625,0.892857,0.830189,0.966667,0.931034,0.920635,0.949153,0.95082,0.724138,0.709677,0.965517,0.807018,0.918033,0.931034,0.920635,0.819672,0.949153,0.793103,0.882353,0.983607,0.966667,0.878788] f_measure 0.838819 [0.935484,0.47619,0.983051,0.727273,0.658537,0.734694,0.836364,0.967742,0.892857,0.857143,0.885246,0.935484,0.793103,0.819672,0.912281,0.642857,0.920635,0.915254,0.90625,0.688525,0.912281,0.793651,0.816901,0.909091,1,0.885246] f_measure 0.861138 [0.813559,0.592593,0.967742,0.769231,0.658537,0.84,0.862069,0.952381,0.931034,0.931034,0.966667,0.920635,0.77193,0.761905,0.909091,0.72,1,0.935484,0.90625,0.84375,0.949153,0.730769,0.821918,0.952381,0.965517,0.915254] kappa 0.869333 kappa 0.841333 kappa 0.832 kappa 0.838667 kappa 0.832 kappa 0.829333 kappa 0.862667 kappa 0.850475 kappa 0.835787 kappa 0.855813 kb_relative_information_score 579.706135 kb_relative_information_score 547.295939 kb_relative_information_score 553.619976 kb_relative_information_score 540.441792 kb_relative_information_score 504.934993 kb_relative_information_score 549.452025 kb_relative_information_score 574.809689 kb_relative_information_score 552.911115 kb_relative_information_score 549.148858 kb_relative_information_score 567.420807 mean_absolute_error 0.037003 mean_absolute_error 0.04062 mean_absolute_error 0.039284 mean_absolute_error 0.041385 mean_absolute_error 0.046875 mean_absolute_error 0.040348 mean_absolute_error 0.037514 mean_absolute_error 0.040575 mean_absolute_error 0.040454 mean_absolute_error 0.038136 mean_prior_absolute_error 0.073964 mean_prior_absolute_error 0.073964 mean_prior_absolute_error 0.073964 mean_prior_absolute_error 0.073964 mean_prior_absolute_error 0.073964 mean_prior_absolute_error 0.073964 mean_prior_absolute_error 0.073964 mean_prior_absolute_error 0.073964 mean_prior_absolute_error 0.073964 mean_prior_absolute_error 0.073964 number_of_instances 780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30] number_of_instances 780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30] number_of_instances 780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30] number_of_instances 780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30] number_of_instances 780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30] number_of_instances 780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30] number_of_instances 780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30] number_of_instances 779 [30,30,30,30,30,30,30,30,30,30,30,30,29,30,30,30,30,30,30,30,30,30,30,30,30,30] number_of_instances 779 [30,30,30,30,30,29,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30] number_of_instances 779 [30,30,30,30,30,29,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30] precision 0.880649 [0.935484,0.75,0.933333,0.88,0.6,0.92,0.857143,1,0.935484,0.892857,0.8125,1,0.896552,0.870968,0.935484,0.909091,1,0.933333,0.90625,0.787879,0.878788,0.785714,0.783784,0.848485,1,0.84375] precision 0.861438 [0.771429,0.714286,1,0.96,0.509091,0.962963,0.931034,0.935484,0.923077,0.875,0.84375,0.9,0.814815,0.727273,0.96,0.809524,1,0.870968,0.878788,0.814815,0.933333,0.724138,0.666667,1,1,0.870968] precision 0.846871 [0.783784,0.714286,1,0.72,0.531915,0.925926,0.875,0.966667,0.896552,0.862069,0.741935,1,0.827586,0.785714,1,0.666667,0.933333,0.9,0.90625,0.733333,0.933333,0.75,0.666667,0.933333,1,0.964286] precision 0.858501 [0.852941,0.666667,1,0.954545,0.5,1,0.806452,1,0.928571,0.962963,0.909091,0.888889,0.742857,0.92,0.875,0.75,0.966667,0.896552,0.909091,0.69697,1,0.714286,0.697674,0.833333,1,0.848485] precision 0.860668 [0.857143,0.619048,0.965517,0.875,0.54,0.84,0.785714,1,0.966667,0.964286,1,0.965517,1,0.522727,0.935484,0.9,1,0.966667,0.827586,0.6,0.935484,0.84,0.690476,0.882353,0.966667,0.931034] precision 0.847244 [0.964286,0.818182,1,0.75,0.530612,0.772727,0.913043,1,0.878788,0.827586,0.757576,0.9,0.793103,0.827586,1,0.8,0.967742,1,0.8,0.735294,0.965517,0.724138,0.731707,0.794118,0.965517,0.810811] precision 0.882367 [1,0.769231,0.962963,1,0.54,0.925926,0.962963,0.967742,0.866667,0.928571,0.90625,0.878788,0.857143,0.923077,0.961538,0.772727,0.875,1,0.909091,0.78125,0.870968,0.8,0.697674,0.965517,0.965517,0.852941] precision 0.862929 [0.896552,0.470588,0.962963,0.84,0.5,0.961538,0.956522,0.966667,0.964286,0.878788,0.965517,0.935484,0.724138,0.6875,1,0.851852,0.903226,0.964286,0.878788,0.806452,0.965517,0.821429,0.789474,0.967742,0.966667,0.805556] precision 0.855082 [0.90625,0.833333,1,0.8,0.519231,0.9,0.92,0.9375,0.961538,0.923077,0.870968,0.90625,0.821429,0.806452,0.962963,0.692308,0.878788,0.931034,0.852941,0.677419,0.962963,0.757576,0.707317,0.833333,1,0.870968] precision 0.876703 [0.827586,0.666667,0.9375,0.909091,0.519231,1,0.892857,0.909091,0.964286,0.964286,0.966667,0.878788,0.814815,0.727273,1,0.9,1,0.90625,0.852941,0.794118,0.965517,0.863636,0.697674,0.909091,1,0.931034] predictive_accuracy 0.874359 predictive_accuracy 0.847436 predictive_accuracy 0.838462 predictive_accuracy 0.844872 predictive_accuracy 0.838462 predictive_accuracy 0.835897 predictive_accuracy 0.867949 predictive_accuracy 0.856226 predictive_accuracy 0.842105 predictive_accuracy 0.861361 prior_entropy 4.700438 prior_entropy 4.700438 prior_entropy 4.700438 prior_entropy 4.700438 prior_entropy 4.700438 prior_entropy 4.700438 prior_entropy 4.700438 prior_entropy 4.700438 prior_entropy 4.700438 prior_entropy 4.700438 recall 0.874359 [0.966667,0.5,0.933333,0.733333,0.9,0.766667,0.8,1,0.966667,0.833333,0.866667,0.9,0.866667,0.9,0.966667,0.666667,0.966667,0.933333,0.966667,0.866667,0.966667,0.733333,0.966667,0.933333,0.933333,0.9] recall 0.847436 [0.9,0.333333,0.9,0.8,0.933333,0.866667,0.9,0.966667,0.8,0.933333,0.9,0.9,0.733333,0.8,0.8,0.566667,1,0.9,0.966667,0.733333,0.933333,0.7,0.933333,0.966667,0.966667,0.9] recall 0.838462 [0.966667,0.333333,0.933333,0.6,0.833333,0.833333,0.7,0.966667,0.866667,0.833333,0.766667,0.966667,0.8,0.733333,0.933333,0.533333,0.933333,0.9,0.966667,0.733333,0.933333,0.9,1,0.933333,1,0.9] recall 0.844872 [0.966667,0.333333,0.933333,0.7,0.9,0.733333,0.833333,0.966667,0.866667,0.866667,1,0.8,0.866667,0.766667,0.933333,0.4,0.966667,0.866667,1,0.766667,0.966667,0.666667,1,1,0.933333,0.933333] recall 0.838462 [1,0.433333,0.933333,0.7,0.9,0.7,0.733333,0.966667,0.966667,0.9,0.966667,0.933333,0.3,0.766667,0.966667,0.6,0.966667,0.966667,0.8,0.8,0.966667,0.7,0.966667,1,0.966667,0.9] recall 0.835897 [0.9,0.6,0.866667,0.5,0.866667,0.566667,0.7,0.966667,0.966667,0.8,0.833333,0.9,0.766667,0.8,0.866667,0.666667,1,0.933333,0.933333,0.833333,0.933333,0.7,1,0.9,0.933333,1] recall 0.867949 [0.966667,0.666667,0.866667,0.566667,0.9,0.833333,0.866667,1,0.866667,0.866667,0.966667,0.966667,0.8,0.8,0.833333,0.566667,0.933333,0.933333,1,0.833333,0.9,0.8,1,0.933333,0.933333,0.966667] recall 0.856226 [0.866667,0.266667,0.866667,0.7,0.833333,0.833333,0.733333,0.966667,0.9,0.966667,0.933333,0.966667,0.724138,0.733333,0.933333,0.766667,0.933333,0.9,0.966667,0.833333,0.933333,0.766667,1,1,0.966667,0.966667] recall 0.842105 [0.966667,0.333333,0.966667,0.666667,0.9,0.62069,0.766667,1,0.833333,0.8,0.9,0.966667,0.766667,0.833333,0.866667,0.6,0.966667,0.9,0.966667,0.7,0.866667,0.833333,0.966667,1,1,0.9] recall 0.861361 [0.8,0.533333,1,0.666667,0.9,0.724138,0.833333,1,0.9,0.9,0.966667,0.966667,0.733333,0.8,0.833333,0.6,1,0.966667,0.966667,0.9,0.933333,0.633333,1,1,0.933333,0.9] relative_absolute_error 0.500276 relative_absolute_error 0.549177 relative_absolute_error 0.531114 relative_absolute_error 0.559519 relative_absolute_error 0.633756 relative_absolute_error 0.545506 relative_absolute_error 0.507185 relative_absolute_error 0.548571 relative_absolute_error 0.546933 relative_absolute_error 0.515603 root_mean_prior_squared_error 0.192308 root_mean_prior_squared_error 0.192308 root_mean_prior_squared_error 0.192308 root_mean_prior_squared_error 0.192308 root_mean_prior_squared_error 0.192308 root_mean_prior_squared_error 0.192308 root_mean_prior_squared_error 0.192308 root_mean_prior_squared_error 0.192308 root_mean_prior_squared_error 0.192308 root_mean_prior_squared_error 0.192308 root_mean_squared_error 0.10759 root_mean_squared_error 0.116859 root_mean_squared_error 0.114586 root_mean_squared_error 0.1187 root_mean_squared_error 0.129005 root_mean_squared_error 0.116112 root_mean_squared_error 0.108724 root_mean_squared_error 0.115418 root_mean_squared_error 0.11643 root_mean_squared_error 0.110847 root_relative_squared_error 0.559468 root_relative_squared_error 0.607668 root_relative_squared_error 0.595848 root_relative_squared_error 0.617241 root_relative_squared_error 0.670827 root_relative_squared_error 0.603784 root_relative_squared_error 0.565364 root_relative_squared_error 0.600174 root_relative_squared_error 0.605435 root_relative_squared_error 0.576405 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