2299187 1856 Miguel Cachada 2075 Supervised Classification predictive_accuracy 5920 weka.MultilayerPerceptron(8) 386123 weka.classifiers.functions.MultilayerPerceptron -- -L 0.3 -M 0.2 -N 100 -V 0 -S 0 -E 20 -H a L 0.3 5920 M 0.2 5920 N 100 5920 V 0 5920 S 0 5920 E 20 5920 H a 5920 weka weka_3.8.1 183 abalone https://www.openml.org/data/download/3620/dataset_187_abalone.arff -1 5554303 description https://api.openml.org/data/download/5554303/weka_generated_run8063074544381639510.xml -1 5554305 model_readable https://api.openml.org/data/download/5554305/WekaModel_weka.classifiers.functions.MultilayerPerceptron2026472185058163848.model -1 5554304 model_serialized https://api.openml.org/data/download/5554304/WekaSerialized_weka.classifiers.functions.MultilayerPerceptron7156010977941782964.model -1 5554306 predictions https://api.openml.org/data/download/5554306/weka_generated_predictions7967153512014060698.arff area_under_roc_curve 0.768393 [0.018558,0.038075,0.878144,0.982469,0.95963,0.905145,0.867558,0.765846,0.722732,0.697868,0.739059,0.716692,0.761442,0.765227,0.78942,0.856934,0.881966,0.846637,0.843015,0.721837,0.197548,0.301367,0.30177,0.00521,0.015086,0.105843,0.009401,0.0,0.042385] average_cost 0 f_measure 0.24443 [0,0,0,0.393701,0.328502,0.337553,0.389744,0.341211,0.229391,0.312126,0.228942,0.052326,0.144,0.0375,0.034783,0.047059,0.086957,0,0,0,0,0,0,0,0,0,0,0,0] kappa 0.171166 kb_relative_information_score 1029.462416 mean_absolute_error 0.056385 mean_prior_absolute_error 0.06179 number_of_instances 4177 [1,1,15,57,115,259,391,568,689,634,487,267,203,126,103,67,58,42,32,26,14,6,9,2,1,1,2,0,1] precision 0.247576 [0,0,0,0.357143,0.369565,0.372093,0.325342,0.293893,0.299766,0.238174,0.241458,0.116883,0.156977,0.088235,0.166667,0.111111,0.117647,0,0,0,0,0,0,0,0,0,0,0,0] predictive_accuracy 0.27005 prior_entropy 3.626761 recall 0.27005 [0,0,0,0.438596,0.295652,0.30888,0.485934,0.40669,0.185776,0.452681,0.217659,0.033708,0.133005,0.02381,0.019417,0.029851,0.068966,0,0,0,0,0,0,0,0,0,0,0,0] relative_absolute_error 0.912525 root_mean_prior_squared_error 0.175723 root_mean_squared_error 0.167909 root_relative_squared_error 0.955532 total_cost 0 area_under_roc_curve 0.767595 [0.0,0.0,0.98801,0.978155,0.952381,0.88383,0.870983,0.760995,0.705168,0.695092,0.783225,0.692308,0.762624,0.791051,0.795845,0.79562,0.859628,0.833937,0.938956,0.632212,0.080529,0.76259,0.09952,0.0,0.0,0.0,0.0,0.0,0.0] area_under_roc_curve 0.781591 [0.0,0.0,0.582933,0.989887,0.969007,0.896193,0.913876,0.804854,0.77148,0.648737,0.740653,0.732784,0.791652,0.765242,0.883627,0.902676,0.833898,0.821256,0.843373,0.757212,0.152644,0.100719,0.002398,0.0,0.0,0.0,0.0,0.0,0.0] area_under_roc_curve 0.770363 [0.0,0.0,0.420673,0.990696,0.962028,0.894133,0.871524,0.777994,0.716166,0.707311,0.745101,0.743961,0.712367,0.747958,0.844985,0.908238,0.842615,0.89372,0.899598,0.605769,0.450839,0.01199,0.38729,0.0,0.0,0.165468,0.0,0.0,0.0] area_under_roc_curve 0.778326 [0.0,0.0,0.991587,0.985472,0.961002,0.918171,0.886476,0.812509,0.706075,0.742991,0.751295,0.689495,0.753894,0.704274,0.732353,0.861314,0.930825,0.880387,0.942169,0.53726,0.010791,0.0,0.386091,0.0,0.026379,0.0,0.035971,0.0,0.0] area_under_roc_curve 0.774198 [0.0,0.0,0.995192,0.978208,0.969846,0.944662,0.83702,0.78024,0.754371,0.683926,0.752834,0.667709,0.792839,0.739791,0.840196,0.868613,0.874191,0.839709,0.815261,0.767068,0.151079,0.0,0.0,0.0,0.0,0.0,0.001199,0.0,0.031175] area_under_roc_curve 0.782883 [0.021583,0.0,0.995192,0.97724,0.959571,0.909341,0.842365,0.80901,0.722354,0.704494,0.75195,0.791892,0.80892,0.779677,0.822304,0.89781,0.881068,0.739734,0.881928,0.66506,0.868106,0.0,0.151079,0.003597,0.0,0.0,0.0,0.0,0.0] area_under_roc_curve 0.775194 [0.0,0.047962,0.98801,0.979369,0.967612,0.899644,0.879169,0.762939,0.762676,0.669931,0.770311,0.709671,0.796985,0.791643,0.789951,0.875217,0.852346,0.892512,0.71256,0.649799,0.083933,0.0,0.645084,0.002398,0.0,0.0,0.0,0.0,0.0] area_under_roc_curve 0.780111 [0.0,0.0,1,0.992295,0.964845,0.92711,0.869082,0.812963,0.688281,0.719325,0.709683,0.79886,0.783501,0.710905,0.767813,0.749392,0.963504,0.78632,0.938257,0.900161,0,0.850962,0.923077,0.0,0.0,0.0,0.0,0.0,0.0] area_under_roc_curve 0.755024 [0.0,0.0,1,0.992295,0.969548,0.899961,0.840849,0.727827,0.742212,0.652532,0.76209,0.657879,0.705164,0.87037,0.709337,0.881184,0.877129,0.921913,0.794686,0.880032,0.040964,0.060096,0.240385,0.0,0.0,0.0,0.0,0.0,0.0] area_under_roc_curve 0.77089 [0.0,0.0,0.983173,0.992701,0.94321,0.913437,0.866775,0.751901,0.680535,0.758144,0.725821,0.744836,0.706549,0.844239,0.779115,0.870641,0.90957,0.920097,0.880032,0.854267,0.335542,0.014423,0.079327,0.0,0.0,0.0,0.0,0.0,0.0] 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 average_cost 0 f_measure 0.225325 [0,0,0,0.5,0.125,0.366667,0.336842,0.31068,0.204724,0.295567,0.191781,0.054054,0.2,0,0.133333,0,0,0,0,0,0,0,0,0,0,0,0,0,0] f_measure 0.258013 [0,0,0,0.461538,0.315789,0.419355,0.380952,0.340426,0.283784,0.266667,0.151515,0.157895,0.238095,0.142857,0.153846,0,0,0,0,0,0,0,0,0,0,0,0,0,0] f_measure 0.248689 [0,0,0,0.714286,0.454545,0.372881,0.292683,0.306122,0.27972,0.342246,0.157895,0.083333,0.157895,0.095238,0,0,0.142857,0,0,0,0,0,0,0,0,0,0,0,0] f_measure 0.259352 [0,0,0,0.444444,0.25,0.266667,0.459016,0.294737,0.322581,0.347826,0.277778,0.047619,0.071429,0,0,0,0.222222,0,0,0,0,0,0,0,0,0,0,0,0] f_measure 0.226193 [0,0,0,0.266667,0.166667,0.416667,0.431034,0.26,0.273504,0.284314,0.148148,0.04878,0.058824,0.090909,0,0,0.2,0,0,0,0,0,0,0,0,0,0,0,0] f_measure 0.234675 [0,0,0,0.307692,0.25,0.384615,0.294118,0.362205,0.25641,0.3125,0.168675,0,0.243902,0,0,0.166667,0,0,0,0,0,0,0,0,0,0,0,0,0] f_measure 0.273844 [0,0,0,0.2,0.266667,0.45283,0.483516,0.33871,0.315789,0.357143,0.263736,0,0.181818,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] f_measure 0.219085 [0,0,0,0.25,0.470588,0.121212,0.4,0.41206,0.113636,0.288,0.269504,0,0.0625,0,0,0,0.285714,0,0,0,0,0,0,0,0,0,0,0,0] f_measure 0.172329 [0,0,0,0.222222,0.482759,0.133333,0.365591,0.314286,0,0.238411,0.257576,0,0.066667,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] f_measure 0.218722 [0,0,0,0.363636,0.214286,0.1875,0.421053,0.382353,0,0.378049,0.306306,0.074074,0.057143,0,0,0.181818,0,0,0,0,0,0,0,0,0,0,0,0,0] kappa 0.147775 kappa 0.174349 kappa 0.173897 kappa 0.199161 kappa 0.153434 kappa 0.16294 kappa 0.212049 kappa 0.177885 kappa 0.124185 kappa 0.185781 kb_relative_information_score 98.221013 kb_relative_information_score 102.819751 kb_relative_information_score 104.389852 kb_relative_information_score 105.97928 kb_relative_information_score 103.622293 kb_relative_information_score 104.863933 kb_relative_information_score 102.973948 kb_relative_information_score 105.171701 kb_relative_information_score 97.061319 kb_relative_information_score 104.359326 mean_absolute_error 0.057025 mean_absolute_error 0.056389 mean_absolute_error 0.056329 mean_absolute_error 0.056353 mean_absolute_error 0.056505 mean_absolute_error 0.056412 mean_absolute_error 0.056671 mean_absolute_error 0.055857 mean_absolute_error 0.056335 mean_absolute_error 0.05597 mean_prior_absolute_error 0.061794 mean_prior_absolute_error 0.061819 mean_prior_absolute_error 0.06182 mean_prior_absolute_error 0.061808 mean_prior_absolute_error 0.061793 mean_prior_absolute_error 0.061794 mean_prior_absolute_error 0.061801 mean_prior_absolute_error 0.061756 mean_prior_absolute_error 0.061752 mean_prior_absolute_error 0.061763 number_of_instances 418 [0,0,1,6,12,26,39,57,68,64,49,26,21,12,11,7,6,4,3,2,2,1,1,0,0,0,0,0,0] number_of_instances 418 [0,0,2,6,12,26,39,56,69,63,48,27,21,13,11,7,5,4,3,2,2,1,1,0,0,0,0,0,0] number_of_instances 418 [0,0,2,6,12,26,39,56,69,63,48,27,21,13,11,7,5,4,3,2,1,1,1,0,0,1,0,0,0] number_of_instances 418 [0,0,2,5,12,26,39,57,69,63,48,27,20,13,10,7,6,5,3,2,1,0,1,0,1,0,1,0,0] number_of_instances 418 [0,0,2,5,11,26,39,57,69,63,49,27,20,13,10,7,6,5,3,3,1,0,0,0,0,0,1,0,1] number_of_instances 418 [1,0,2,5,11,26,39,57,69,63,49,27,20,13,10,7,6,4,3,3,1,0,1,1,0,0,0,0,0] number_of_instances 418 [0,1,1,6,11,25,39,57,69,63,49,27,20,13,10,7,6,4,4,3,1,0,1,1,0,0,0,0,0] number_of_instances 417 [0,0,1,6,11,26,39,57,69,64,49,27,20,12,10,6,6,4,4,3,1,1,1,0,0,0,0,0,0] number_of_instances 417 [0,0,1,6,11,26,40,57,69,64,49,26,20,12,10,6,6,4,3,3,2,1,1,0,0,0,0,0,0] number_of_instances 417 [0,0,1,6,12,26,39,57,69,64,49,26,20,12,10,6,6,4,3,3,2,1,1,0,0,0,0,0,0] precision 0.233022 [0,0,0,0.4,0.25,0.323529,0.285714,0.347826,0.220339,0.215827,0.291667,0.090909,0.210526,0,0.25,0,0,0,0,0,0,0,0,0,0,0,0,0,0] precision 0.308822 [0,0,0,0.428571,0.428571,0.361111,0.355556,0.421053,0.265823,0.190476,0.277778,0.272727,0.238095,1,0.5,0,0,0,0,0,0,0,0,0,0,0,0,0,0] precision 0.246293 [0,0,0,0.625,0.5,0.333333,0.27907,0.357143,0.27027,0.258065,0.214286,0.095238,0.176471,0.125,0,0,0.111111,0,0,0,0,0,0,0,0,0,0,0,0] precision 0.280016 [0,0,0,0.307692,0.5,0.315789,0.337349,0.368421,0.363636,0.25,0.416667,0.066667,0.125,0,0,0,0.333333,0,0,0,0,0,0,0,0,0,0,0,0] precision 0.251578 [0,0,0,0.2,1,0.454545,0.324675,0.302326,0.333333,0.205674,0.1875,0.071429,0.071429,0.111111,0,0,0.25,0,0,0,0,0,0,0,0,0,0,0,0] precision 0.229972 [0,0,0,0.25,0.4,0.384615,0.238095,0.328571,0.3125,0.232558,0.205882,0,0.238095,0,0,0.2,0,0,0,0,0,0,0,0,0,0,0,0,0] precision 0.270613 [0,0,0,0.25,0.5,0.428571,0.423077,0.313433,0.4,0.263158,0.285714,0,0.142857,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] precision 0.236868 [0,0,0,0.5,0.347826,0.285714,0.339286,0.288732,0.263158,0.295082,0.206522,0,0.083333,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0] precision 0.167097 [0,0,0,0.333333,0.388889,0.5,0.320755,0.215686,0,0.206897,0.204819,0,0.1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] precision 0.260215 [0,0,0,0.4,0.1875,0.5,0.357143,0.265306,0,0.31,0.274194,1,0.066667,0,0,0.2,0,0,0,0,0,0,0,0,0,0,0,0,0] predictive_accuracy 0.248804 predictive_accuracy 0.27512 predictive_accuracy 0.270335 predictive_accuracy 0.294258 predictive_accuracy 0.253589 predictive_accuracy 0.263158 predictive_accuracy 0.30622 predictive_accuracy 0.275779 predictive_accuracy 0.230216 predictive_accuracy 0.282974 prior_entropy 3.626761 prior_entropy 3.626761 prior_entropy 3.626761 prior_entropy 3.626761 prior_entropy 3.626761 prior_entropy 3.626761 prior_entropy 3.626761 prior_entropy 3.626761 prior_entropy 3.626761 prior_entropy 3.626761 recall 0.248804 [0,0,0,0.666667,0.083333,0.423077,0.410256,0.280702,0.191176,0.46875,0.142857,0.038462,0.190476,0,0.090909,0,0,0,0,0,0,0,0,0,0,0,0,0,0] recall 0.27512 [0,0,0,0.5,0.25,0.5,0.410256,0.285714,0.304348,0.444444,0.104167,0.111111,0.238095,0.076923,0.090909,0,0,0,0,0,0,0,0,0,0,0,0,0,0] recall 0.270335 [0,0,0,0.833333,0.416667,0.423077,0.307692,0.267857,0.289855,0.507937,0.125,0.074074,0.142857,0.076923,0,0,0.2,0,0,0,0,0,0,0,0,0,0,0,0] recall 0.294258 [0,0,0,0.8,0.166667,0.230769,0.717949,0.245614,0.289855,0.571429,0.208333,0.037037,0.05,0,0,0,0.166667,0,0,0,0,0,0,0,0,0,0,0,0] recall 0.253589 [0,0,0,0.4,0.090909,0.384615,0.641026,0.22807,0.231884,0.460317,0.122449,0.037037,0.05,0.076923,0,0,0.166667,0,0,0,0,0,0,0,0,0,0,0,0] recall 0.263158 [0,0,0,0.4,0.181818,0.384615,0.384615,0.403509,0.217391,0.47619,0.142857,0,0.25,0,0,0.142857,0,0,0,0,0,0,0,0,0,0,0,0,0] recall 0.30622 [0,0,0,0.166667,0.181818,0.48,0.564103,0.368421,0.26087,0.555556,0.244898,0,0.25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] recall 0.275779 [0,0,0,0.166667,0.727273,0.076923,0.487179,0.719298,0.072464,0.28125,0.387755,0,0.05,0,0,0,0.166667,0,0,0,0,0,0,0,0,0,0,0,0] recall 0.230216 [0,0,0,0.166667,0.636364,0.076923,0.425,0.578947,0,0.28125,0.346939,0,0.05,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0] recall 0.282974 [0,0,0,0.333333,0.25,0.115385,0.512821,0.684211,0,0.484375,0.346939,0.038462,0.05,0,0,0.166667,0,0,0,0,0,0,0,0,0,0,0,0,0] relative_absolute_error 0.922836 relative_absolute_error 0.912167 relative_absolute_error 0.911176 relative_absolute_error 0.911751 relative_absolute_error 0.914429 relative_absolute_error 0.912907 relative_absolute_error 0.916998 relative_absolute_error 0.904467 relative_absolute_error 0.912277 relative_absolute_error 0.906198 root_mean_prior_squared_error 0.175733 root_mean_prior_squared_error 0.175806 root_mean_prior_squared_error 0.175807 root_mean_prior_squared_error 0.175773 root_mean_prior_squared_error 0.17573 root_mean_prior_squared_error 0.175734 root_mean_prior_squared_error 0.175754 root_mean_prior_squared_error 0.175627 root_mean_prior_squared_error 0.175615 root_mean_prior_squared_error 0.175646 root_mean_squared_error 0.168775 root_mean_squared_error 0.166897 root_mean_squared_error 0.168007 root_mean_squared_error 0.167059 root_mean_squared_error 0.167997 root_mean_squared_error 0.167536 root_mean_squared_error 0.167796 root_mean_squared_error 0.167122 root_mean_squared_error 0.169903 root_mean_squared_error 0.167973 root_relative_squared_error 0.960407 root_relative_squared_error 0.949327 root_relative_squared_error 0.955631 root_relative_squared_error 0.950425 root_relative_squared_error 0.955998 root_relative_squared_error 0.953354 root_relative_squared_error 0.954721 root_relative_squared_error 0.951574 root_relative_squared_error 0.967474 root_relative_squared_error 0.956319 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