2290947 1856 Miguel Cachada 2076 Supervised Classification predictive_accuracy 5920 weka.MultilayerPerceptron(8) 379417 weka.classifiers.functions.MultilayerPerceptron -- -L 0.3 -M 0.2 -N 500 -V 0 -S 0 -E 20 -H a L 0.3 5920 M 0.2 5920 N 500 5920 V 0 5920 S 0 5920 E 20 5920 H a 5920 weka weka_3.8.1 184 kropt https://www.openml.org/data/download/3621/dataset_188_kropt.arff -1 5537493 description https://api.openml.org/data/download/5537493/weka_generated_run8308630264877313104.xml -1 5537495 model_readable https://api.openml.org/data/download/5537495/WekaModel_weka.classifiers.functions.MultilayerPerceptron3538164357393395622.model -1 5537494 model_serialized https://api.openml.org/data/download/5537494/WekaSerialized_weka.classifiers.functions.MultilayerPerceptron9216281640878686040.model -1 5537496 predictions https://api.openml.org/data/download/5537496/weka_generated_predictions511190008969186493.arff area_under_roc_curve 0.889916 [0.993595,0.824357,0.862786,0.912651,0.885892,0.94276,0.869311,0.789154,0.755801,0.821308,0.834591,0.838936,0.840892,0.868856,0.883786,0.936904,0.962185,0.952357] average_cost 0 f_measure 0.625645 [0.942717,0.066667,0.418301,0.714859,0.211921,0.586538,0.590414,0.515942,0.296164,0.569038,0.494268,0.454883,0.494041,0.551231,0.609853,0.732063,0.756284,0.773438] kappa 0.584881 kb_relative_information_score 16886.201674 mean_absolute_error 0.049194 mean_prior_absolute_error 0.09952 number_of_instances 28056 [2796,27,78,246,81,198,471,592,683,1433,1712,1985,2854,3597,4194,4553,2166,390] precision 0.624935 [0.92116,0.060606,0.426667,0.706349,0.228571,0.559633,0.606264,0.602709,0.378995,0.625418,0.543417,0.446602,0.509687,0.526156,0.597438,0.714316,0.735808,0.785714] predictive_accuracy 0.62942 prior_entropy 3.505284 recall 0.62942 [0.965308,0.074074,0.410256,0.723577,0.197531,0.616162,0.575372,0.451014,0.243045,0.521982,0.453271,0.463476,0.479327,0.578816,0.622794,0.750714,0.777932,0.761538] relative_absolute_error 0.494317 root_mean_prior_squared_error 0.223065 root_mean_squared_error 0.177679 root_relative_squared_error 0.796533 total_cost 0 area_under_roc_curve 0.892006 [0.991882,0.986443,0.926465,0.861543,0.911254,0.962868,0.864143,0.80407,0.766978,0.843192,0.833867,0.838697,0.847592,0.886753,0.875903,0.927454,0.960929,0.979887] area_under_roc_curve 0.887263 [0.996911,0.432097,0.659221,0.903142,0.892959,0.943808,0.866279,0.711621,0.793205,0.71172,0.844905,0.819414,0.849078,0.870809,0.890775,0.954674,0.972447,0.905591] area_under_roc_curve 0.89722 [0.991329,0.964264,0.859409,0.860307,0.980254,0.941197,0.840275,0.728573,0.796073,0.878338,0.856871,0.834825,0.845761,0.867808,0.903688,0.945373,0.96069,0.939113] area_under_roc_curve 0.890182 [0.992478,0.923475,0.901751,0.912981,0.962877,0.937985,0.833196,0.808284,0.808641,0.824569,0.847808,0.835628,0.829638,0.86482,0.88474,0.937193,0.957933,0.951317] area_under_roc_curve 0.888253 [0.997094,0.880782,0.839586,0.854685,0.780647,0.939241,0.938306,0.791205,0.644742,0.863801,0.808542,0.8431,0.83331,0.886563,0.872216,0.932545,0.961655,0.990372] area_under_roc_curve 0.890775 [0.989966,0.893864,0.914604,0.884682,0.849223,0.910694,0.86828,0.88309,0.745657,0.859375,0.811581,0.838518,0.839095,0.85343,0.902078,0.926313,0.965532,0.975517] area_under_roc_curve 0.890075 [0.993186,0.871299,0.913948,0.996029,0.983822,0.923244,0.85295,0.743967,0.830499,0.810142,0.81266,0.842009,0.849446,0.868,0.883338,0.937,0.957747,0.940384] area_under_roc_curve 0.889637 [0.997004,0.989654,0.998078,0.949237,0.786691,0.938456,0.933189,0.840258,0.662525,0.786391,0.865677,0.828037,0.844534,0.867924,0.877428,0.934544,0.96556,0.979991] area_under_roc_curve 0.897449 [0.992626,0.54513,0.770915,0.944899,0.9093,0.969973,0.831353,0.865908,0.810221,0.860238,0.846495,0.883131,0.849664,0.874563,0.871003,0.940577,0.960781,0.889992] area_under_roc_curve 0.899605 [0.994767,0.79015,0.832231,0.95255,0.857392,0.956176,0.866836,0.729505,0.787581,0.841547,0.858243,0.866023,0.873686,0.862454,0.889279,0.944563,0.968028,0.981478] 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 0.624612 [0.936752,0,0.75,0.782609,0.25,0.511628,0.545455,0.613861,0.19802,0.54902,0.496689,0.471204,0.52349,0.566298,0.569248,0.719647,0.784753,0.795181] f_measure 0.647083 [0.954861,0,0.222222,0.723404,0.285714,0.625,0.682927,0.494624,0.281481,0.469027,0.5,0.463252,0.488038,0.601695,0.674271,0.778234,0.769585,0.75] f_measure 0.617665 [0.934256,0.285714,0.571429,0.6,0.25,0.736842,0.602151,0.449438,0.218487,0.608997,0.47205,0.477108,0.482618,0.553719,0.59408,0.720639,0.720682,0.826667] f_measure 0.615001 [0.924731,0,0.125,0.76,0.117647,0.636364,0.571429,0.545455,0.285714,0.566176,0.458824,0.416667,0.485207,0.544139,0.61991,0.71828,0.75,0.752941] f_measure 0.624381 [0.95972,0,0.333333,0.681818,0.125,0.45,0.566038,0.446281,0.197802,0.642066,0.474026,0.388451,0.490722,0.563482,0.61975,0.73348,0.789588,0.769231] f_measure 0.629082 [0.923077,0.125,0.5,0.653846,0.4,0.648649,0.5625,0.504673,0.40708,0.572491,0.511628,0.50591,0.459459,0.533001,0.645314,0.729075,0.755056,0.712644] f_measure 0.619661 [0.955595,0,0.571429,0.745763,0.153846,0.454545,0.554217,0.543478,0.427586,0.518219,0.489796,0.416901,0.491289,0.523871,0.615925,0.738397,0.733645,0.695652] f_measure 0.616579 [0.958042,0,0.583333,0.703704,0.153846,0.594595,0.597938,0.529412,0.123711,0.562249,0.544262,0.494845,0.470377,0.508301,0.579261,0.739726,0.728972,0.810811] f_measure 0.634174 [0.942207,0,0.133333,0.692308,0.1,0.612245,0.65,0.653465,0.392523,0.561644,0.498113,0.464455,0.528428,0.589447,0.585106,0.716418,0.767442,0.75] f_measure 0.625795 [0.937931,0,0.266667,0.818182,0.375,0.611111,0.587156,0.375,0.361702,0.617761,0.50303,0.44385,0.511073,0.532432,0.601626,0.724544,0.762527,0.876712] kappa 0.584733 kappa 0.60771 kappa 0.577096 kappa 0.572414 kappa 0.587059 kappa 0.587694 kappa 0.576321 kappa 0.57542 kappa 0.594042 kappa 0.586338 kb_relative_information_score 1678.186654 kb_relative_information_score 1712.037823 kb_relative_information_score 1671.751767 kb_relative_information_score 1669.15965 kb_relative_information_score 1686.327799 kb_relative_information_score 1703.487317 kb_relative_information_score 1678.114268 kb_relative_information_score 1681.971317 kb_relative_information_score 1706.681342 kb_relative_information_score 1698.483736 mean_absolute_error 0.049768 mean_absolute_error 0.047147 mean_absolute_error 0.050665 mean_absolute_error 0.050166 mean_absolute_error 0.048506 mean_absolute_error 0.048633 mean_absolute_error 0.049674 mean_absolute_error 0.049689 mean_absolute_error 0.048555 mean_absolute_error 0.049139 mean_prior_absolute_error 0.099514 mean_prior_absolute_error 0.099514 mean_prior_absolute_error 0.099517 mean_prior_absolute_error 0.099523 mean_prior_absolute_error 0.099525 mean_prior_absolute_error 0.099526 mean_prior_absolute_error 0.099517 mean_prior_absolute_error 0.099521 mean_prior_absolute_error 0.099521 mean_prior_absolute_error 0.099519 number_of_instances 2806 [280,3,8,24,8,20,47,59,68,143,171,199,285,360,420,456,216,39] number_of_instances 2806 [280,3,8,24,8,20,47,59,68,143,171,199,285,360,420,456,216,39] number_of_instances 2806 [279,3,8,24,8,20,48,59,68,143,171,199,285,360,420,456,216,39] number_of_instances 2806 [279,3,7,25,9,20,47,59,68,144,171,199,286,359,420,455,216,39] number_of_instances 2806 [279,3,7,25,8,20,47,59,69,144,172,198,286,359,419,455,217,39] number_of_instances 2806 [279,3,8,25,8,19,47,59,69,144,172,198,286,359,419,455,217,39] number_of_instances 2805 [280,2,8,25,8,19,47,59,69,143,171,198,286,360,419,455,217,39] number_of_instances 2805 [280,2,8,25,8,20,47,60,68,143,171,198,285,360,419,455,217,39] number_of_instances 2805 [280,2,8,25,8,20,47,60,68,143,171,198,285,360,419,455,217,39] number_of_instances 2805 [280,3,8,24,8,20,47,59,68,143,171,199,285,360,419,455,217,39] precision 0.625719 [0.898361,0,0.75,0.818182,0.25,0.478261,0.585366,0.738095,0.30303,0.625,0.572519,0.491803,0.501608,0.563187,0.525151,0.724444,0.76087,0.75] precision 0.656557 [0.929054,0,1,0.73913,0.333333,0.535714,0.8,0.676471,0.283582,0.638554,0.529412,0.416,0.447368,0.612069,0.720867,0.73166,0.766055,0.818182] precision 0.622414 [0.90301,0.25,0.666667,0.576923,0.25,0.777778,0.622222,0.666667,0.254902,0.60274,0.503311,0.458333,0.578431,0.54918,0.534221,0.750594,0.667984,0.861111] precision 0.617999 [0.924731,0,0.111111,0.76,0.125,0.583333,0.648649,0.675,0.333333,0.601562,0.461538,0.36965,0.556561,0.566265,0.590517,0.703158,0.7125,0.695652] precision 0.629359 [0.938356,0,0.272727,0.789474,0.125,0.45,0.508475,0.435484,0.409091,0.685039,0.536765,0.404372,0.59799,0.497863,0.590909,0.735099,0.745902,0.769231] precision 0.634631 [0.901024,0.076923,0.75,0.62963,1,0.666667,0.55102,0.5625,0.522727,0.616,0.596899,0.475556,0.512931,0.481982,0.641509,0.730684,0.736842,0.645833] precision 0.623777 [0.95053,0,0.666667,0.647059,0.2,0.4,0.638889,0.757576,0.407895,0.615385,0.488372,0.471338,0.489583,0.489157,0.604598,0.709939,0.744076,0.8] precision 0.618004 [0.938356,0,0.4375,0.655172,0.2,0.647059,0.58,0.473684,0.206897,0.660377,0.619403,0.505263,0.481618,0.470449,0.578571,0.710526,0.739336,0.857143] precision 0.645698 [0.924399,0,0.142857,0.666667,0.083333,0.517241,0.787879,0.804878,0.538462,0.550336,0.702128,0.4375,0.504792,0.549161,0.660661,0.654545,0.774648,0.818182] precision 0.628616 [0.906667,0,0.285714,0.9,0.375,0.6875,0.516129,0.486486,0.653846,0.689655,0.522013,0.474286,0.496689,0.518421,0.585973,0.707113,0.72314,0.941176] predictive_accuracy 0.629722 predictive_accuracy 0.649679 predictive_accuracy 0.622238 predictive_accuracy 0.617605 predictive_accuracy 0.631504 predictive_accuracy 0.631504 predictive_accuracy 0.622103 predictive_accuracy 0.621034 predictive_accuracy 0.63779 predictive_accuracy 0.631016 prior_entropy 3.505284 prior_entropy 3.505284 prior_entropy 3.505284 prior_entropy 3.505284 prior_entropy 3.505284 prior_entropy 3.505284 prior_entropy 3.505284 prior_entropy 3.505284 prior_entropy 3.505284 prior_entropy 3.505284 recall 0.629722 [0.978571,0,0.75,0.75,0.25,0.55,0.510638,0.525424,0.147059,0.48951,0.438596,0.452261,0.547368,0.569444,0.621429,0.714912,0.810185,0.846154] recall 0.649679 [0.982143,0,0.125,0.708333,0.25,0.75,0.595745,0.389831,0.279412,0.370629,0.473684,0.522613,0.536842,0.591667,0.633333,0.83114,0.773148,0.692308] recall 0.622238 [0.967742,0.333333,0.5,0.625,0.25,0.7,0.583333,0.338983,0.191176,0.615385,0.444444,0.497487,0.414035,0.558333,0.669048,0.692982,0.782407,0.794872] recall 0.617605 [0.924731,0,0.142857,0.76,0.111111,0.7,0.510638,0.457627,0.25,0.534722,0.45614,0.477387,0.43007,0.523677,0.652381,0.734066,0.791667,0.820513] recall 0.631504 [0.982079,0,0.428571,0.6,0.125,0.45,0.638298,0.457627,0.130435,0.604167,0.424419,0.373737,0.416084,0.649025,0.651551,0.731868,0.83871,0.769231] recall 0.631504 [0.946237,0.333333,0.375,0.68,0.25,0.631579,0.574468,0.457627,0.333333,0.534722,0.447674,0.540404,0.416084,0.5961,0.649165,0.727473,0.774194,0.794872] recall 0.622103 [0.960714,0,0.5,0.88,0.125,0.526316,0.489362,0.423729,0.449275,0.447552,0.491228,0.373737,0.493007,0.563889,0.627685,0.769231,0.723502,0.615385] recall 0.621034 [0.978571,0,0.875,0.76,0.125,0.55,0.617021,0.6,0.088235,0.48951,0.48538,0.484848,0.459649,0.552778,0.579952,0.771429,0.718894,0.769231] recall 0.63779 [0.960714,0,0.125,0.72,0.125,0.75,0.553191,0.55,0.308824,0.573427,0.385965,0.494949,0.554386,0.636111,0.52506,0.791209,0.760369,0.692308] recall 0.631016 [0.971429,0,0.25,0.75,0.375,0.55,0.680851,0.305085,0.25,0.559441,0.48538,0.417085,0.526316,0.547222,0.618138,0.742857,0.806452,0.820513] relative_absolute_error 0.500112 relative_absolute_error 0.473775 relative_absolute_error 0.509108 relative_absolute_error 0.504066 relative_absolute_error 0.487373 relative_absolute_error 0.488649 relative_absolute_error 0.499154 relative_absolute_error 0.499286 relative_absolute_error 0.487883 relative_absolute_error 0.493765 root_mean_prior_squared_error 0.223052 root_mean_prior_squared_error 0.223052 root_mean_prior_squared_error 0.22306 root_mean_prior_squared_error 0.223073 root_mean_prior_squared_error 0.223078 root_mean_prior_squared_error 0.223079 root_mean_prior_squared_error 0.223059 root_mean_prior_squared_error 0.223068 root_mean_prior_squared_error 0.223068 root_mean_prior_squared_error 0.223064 root_mean_squared_error 0.178325 root_mean_squared_error 0.175499 root_mean_squared_error 0.177081 root_mean_squared_error 0.180484 root_mean_squared_error 0.178012 root_mean_squared_error 0.177933 root_mean_squared_error 0.178799 root_mean_squared_error 0.179235 root_mean_squared_error 0.175657 root_mean_squared_error 0.175693 root_relative_squared_error 0.799475 root_relative_squared_error 0.786806 root_relative_squared_error 0.793873 root_relative_squared_error 0.80908 root_relative_squared_error 0.797981 root_relative_squared_error 0.797623 root_relative_squared_error 0.801575 root_relative_squared_error 0.803501 root_relative_squared_error 0.787462 root_relative_squared_error 0.787634 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