2289574
1856
Miguel Cachada
6
Supervised Classification
5920
weka.MultilayerPerceptron(8)
305818
weka.classifiers.functions.MultilayerPerceptron -- -L 0.3 -M 0.2 -N 500 -V 0 -S 0 -E 20 -H a -D
L
0.3
5920
M
0.2
5920
N
500
5920
V
0
5920
S
0
5920
E
20
5920
H
a
5920
D
true
5920
weka
weka_3.8.1
6
letter
https://www.openml.org/data/download/6/dataset_6_letter.arff
-1
5534671
description
https://api.openml.org/data/download/5534671/weka_generated_run1126835352060727808.xml
-1
5534673
model_readable
https://api.openml.org/data/download/5534673/WekaModel_weka.classifiers.functions.MultilayerPerceptron856262574422084556.model
-1
5534672
model_serialized
https://api.openml.org/data/download/5534672/WekaSerialized_weka.classifiers.functions.MultilayerPerceptron3561341096307900693.model
-1
5534674
predictions
https://api.openml.org/data/download/5534674/weka_generated_predictions6242674516857751517.arff
area_under_roc_curve
0.959511 [0.968057,0.977288,0.948072,0.983101,0.977369,0.970668,0.885736,0.853922,0.948703,0.922544,0.9731,0.939537,0.98993,0.967837,0.974458,0.986167,0.931265,0.978425,0.919697,0.939288,0.978358,0.976799,0.992097,0.988573,0.978881,0.988687]
average_cost
0
f_measure
0.792941 [0.88194,0.712719,0.826087,0.77535,0.759569,0.778976,0.729092,0.558543,0.866287,0.849438,0.73599,0.861345,0.874847,0.869913,0.726392,0.826506,0.74204,0.728373,0.570231,0.865711,0.863409,0.888449,0.877193,0.782217,0.823062,0.817379]
kappa
0.784806
kb_relative_information_score
15246.76297
mean_absolute_error
0.028803
mean_prior_absolute_error
0.073962
number_of_instances
20000 [789,766,736,805,768,775,773,734,755,747,739,761,792,783,753,803,783,758,748,796,813,764,752,787,786,734]
precision
0.804106 [0.888175,0.614367,0.921405,0.706122,0.702434,0.815233,0.814696,0.768496,0.935484,0.964286,0.681661,0.922039,0.850835,0.910615,0.667408,0.800467,0.755291,0.672626,0.597365,0.899729,0.879949,0.896138,0.857687,0.70202,0.858921,0.814614]
predictive_accuracy
0.7931
prior_entropy
4.699812
recall
0.7931 [0.875792,0.848564,0.748641,0.859627,0.826823,0.745806,0.659767,0.438692,0.806623,0.759036,0.799729,0.808147,0.900253,0.832695,0.796813,0.854296,0.729246,0.794195,0.545455,0.834171,0.847478,0.88089,0.897606,0.8831,0.790076,0.820163]
relative_absolute_error
0.389432
root_mean_prior_squared_error
0.192304
root_mean_squared_error
0.113216
root_relative_squared_error
0.588734
total_cost
0
area_under_roc_curve
0.961146 [0.950873,0.983231,0.963076,0.973559,0.979645,0.960259,0.896344,0.832012,0.913236,0.96013,0.970089,0.953944,0.994854,0.968959,0.985697,0.986309,0.926499,0.984886,0.901936,0.956968,0.994646,0.974603,0.995221,0.993616,0.989938,0.988451]
area_under_roc_curve
0.959905 [0.963019,0.968083,0.95077,0.986175,0.96706,0.985926,0.874141,0.88734,0.946397,0.908745,0.974155,0.936755,0.984027,0.966476,0.976152,0.987057,0.927466,0.976235,0.910826,0.968746,0.988265,0.979348,0.991737,0.977481,0.983685,0.980796]
area_under_roc_curve
0.960562 [0.964892,0.975231,0.965799,0.980896,0.970668,0.972758,0.883934,0.924355,0.930822,0.944697,0.966332,0.931779,0.986627,0.963037,0.981278,0.986579,0.938315,0.973178,0.905184,0.95391,0.951939,0.983258,0.988274,0.981148,0.975962,0.988297]
area_under_roc_curve
0.961875 [0.970516,0.978578,0.92978,0.979909,0.982069,0.979875,0.902554,0.886501,0.941542,0.899294,0.984673,0.962424,0.995625,0.974581,0.969732,0.977965,0.922423,0.991643,0.905918,0.942942,0.987989,0.97641,0.991903,0.984133,0.987724,0.99177]
area_under_roc_curve
0.958834 [0.993272,0.964939,0.932383,0.981888,0.984089,0.96452,0.884984,0.915839,0.952378,0.889572,0.965441,0.942933,0.98083,0.968763,0.978036,0.994733,0.949298,0.973807,0.892319,0.920387,0.971169,0.97433,0.994847,0.991052,0.970513,0.989714]
area_under_roc_curve
0.958351 [0.954237,0.986917,0.951212,0.987428,0.981921,0.939056,0.878792,0.853939,0.955377,0.924925,0.963557,0.937589,0.993035,0.990074,0.965443,0.981745,0.944577,0.971923,0.927217,0.921012,0.980706,0.981915,0.991183,0.992732,0.962432,0.991953]
area_under_roc_curve
0.956365 [0.986373,0.983334,0.904892,0.985745,0.984643,0.98225,0.898823,0.779658,0.965056,0.927532,0.964174,0.934282,0.992771,0.95827,0.966196,0.981699,0.930894,0.97895,0.930989,0.92501,0.977779,0.967235,0.990753,0.99293,0.973402,0.990851]
area_under_roc_curve
0.96357 [0.960055,0.993572,0.959942,0.979714,0.980489,0.971135,0.866679,0.914235,0.971879,0.934677,0.986171,0.928062,0.994551,0.96487,0.974286,0.982681,0.931642,0.984989,0.93244,0.943301,0.985428,0.970012,0.989437,0.991493,0.972561,0.986792]
area_under_roc_curve
0.958094 [0.964717,0.97009,0.965355,0.98456,0.970025,0.970399,0.873223,0.852439,0.942119,0.917001,0.977667,0.925975,0.987138,0.966945,0.976984,0.991334,0.917571,0.972281,0.958705,0.916081,0.971569,0.973797,0.993558,0.990555,0.989029,0.985928]
area_under_roc_curve
0.96415 [0.971926,0.973135,0.962281,0.991785,0.974553,0.98266,0.896691,0.870825,0.970549,0.927252,0.981196,0.941986,0.991315,0.956542,0.972211,0.992647,0.924398,0.976423,0.93733,0.943184,0.97547,0.988736,0.994194,0.990348,0.9821,0.992067]
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
0.809873 [0.862745,0.703297,0.839161,0.726257,0.819277,0.794326,0.746269,0.646154,0.844444,0.859155,0.759494,0.916667,0.901235,0.872483,0.831169,0.819876,0.779221,0.807453,0.575758,0.893333,0.926829,0.851613,0.891892,0.755102,0.794872,0.821192]
f_measure
0.790393 [0.842767,0.75,0.854962,0.822857,0.747126,0.805369,0.675676,0.555556,0.893617,0.852713,0.754967,0.859155,0.87013,0.884615,0.719512,0.814815,0.683871,0.7375,0.573333,0.873418,0.85,0.883117,0.841463,0.774566,0.791667,0.813793]
f_measure
0.783061 [0.875817,0.718232,0.826087,0.705263,0.708861,0.736111,0.661765,0.589147,0.863309,0.888889,0.736842,0.861111,0.857143,0.872483,0.748466,0.835294,0.75641,0.645963,0.528571,0.912752,0.815789,0.928105,0.872483,0.733333,0.849673,0.808219]
f_measure
0.800913 [0.897436,0.717647,0.815385,0.793103,0.773006,0.830189,0.758621,0.477876,0.857143,0.821705,0.8,0.881579,0.890244,0.881579,0.727273,0.821429,0.739726,0.760736,0.575342,0.883117,0.883436,0.884354,0.870748,0.758621,0.85906,0.826667]
f_measure
0.792084 [0.936709,0.663043,0.790698,0.783626,0.77907,0.751678,0.776978,0.655172,0.895105,0.806202,0.718954,0.887324,0.841463,0.866242,0.759036,0.842105,0.797468,0.678571,0.48,0.833333,0.873418,0.884615,0.901961,0.762431,0.805369,0.797386]
f_measure
0.776601 [0.851613,0.673077,0.815385,0.795455,0.760736,0.694444,0.728571,0.404255,0.842857,0.81203,0.620253,0.830986,0.876543,0.927152,0.666667,0.821429,0.736842,0.706587,0.552632,0.860927,0.863905,0.918919,0.909091,0.80226,0.851351,0.829932]
f_measure
0.782935 [0.914634,0.694301,0.75,0.774194,0.770115,0.835616,0.748201,0.425532,0.855072,0.852941,0.6625,0.859155,0.870588,0.822695,0.670807,0.802469,0.698795,0.748538,0.59542,0.864516,0.873418,0.897959,0.864516,0.828729,0.832215,0.810458]
f_measure
0.799639 [0.884615,0.755102,0.859259,0.783626,0.757764,0.789116,0.726027,0.661654,0.872483,0.875912,0.794872,0.817518,0.892857,0.832215,0.698795,0.795181,0.738255,0.756098,0.616438,0.851613,0.860759,0.844156,0.864865,0.811765,0.833333,0.805755]
f_measure
0.781174 [0.877419,0.718563,0.846715,0.787234,0.709302,0.727273,0.720588,0.4,0.865248,0.882353,0.739394,0.857143,0.869565,0.857143,0.716763,0.860606,0.723684,0.714286,0.581818,0.789474,0.842767,0.896552,0.893082,0.8,0.802548,0.802817]
f_measure
0.807515 [0.873418,0.742515,0.857143,0.788571,0.769231,0.814815,0.75,0.650407,0.871429,0.837209,0.768293,0.839161,0.878049,0.878378,0.734177,0.850299,0.768212,0.729412,0.611111,0.896104,0.83871,0.897436,0.864198,0.8,0.8125,0.857143]
kappa
0.801863
kappa
0.781582
kappa
0.772742
kappa
0.794065
kappa
0.784697
kappa
0.769617
kappa
0.777935
kappa
0.790948
kappa
0.774822
kappa
0.799786
kb_relative_information_score
1545.76751
kb_relative_information_score
1515.960993
kb_relative_information_score
1518.497984
kb_relative_information_score
1533.75527
kb_relative_information_score
1520.799254
kb_relative_information_score
1512.272413
kb_relative_information_score
1515.432688
kb_relative_information_score
1533.454892
kb_relative_information_score
1511.156575
kb_relative_information_score
1539.665393
mean_absolute_error
0.028463
mean_absolute_error
0.029493
mean_absolute_error
0.028976
mean_absolute_error
0.028733
mean_absolute_error
0.029117
mean_absolute_error
0.028662
mean_absolute_error
0.028307
mean_absolute_error
0.028701
mean_absolute_error
0.029004
mean_absolute_error
0.028576
mean_prior_absolute_error
0.073962
mean_prior_absolute_error
0.073962
mean_prior_absolute_error
0.073962
mean_prior_absolute_error
0.073962
mean_prior_absolute_error
0.073962
mean_prior_absolute_error
0.073962
mean_prior_absolute_error
0.073962
mean_prior_absolute_error
0.073962
mean_prior_absolute_error
0.073962
mean_prior_absolute_error
0.073962
number_of_instances
2000 [79,77,74,81,77,77,77,73,76,74,74,76,79,78,75,80,78,76,75,79,82,77,75,78,79,74]
number_of_instances
2000 [78,77,74,81,77,77,77,73,76,74,74,76,79,79,75,80,78,76,75,79,81,77,75,79,79,74]
number_of_instances
2000 [79,77,74,81,76,78,77,73,76,74,74,76,79,79,75,80,78,76,74,79,81,77,75,79,79,74]
number_of_instances
2000 [79,77,74,80,76,78,77,73,76,75,73,76,80,79,75,80,78,76,74,79,81,77,75,79,79,74]
number_of_instances
2000 [79,77,74,80,77,78,77,73,76,75,74,76,80,78,75,80,78,76,75,80,81,76,75,79,78,73]
number_of_instances
2000 [79,76,74,80,77,78,78,73,75,75,74,76,79,78,76,80,79,76,75,80,81,76,75,79,78,73]
number_of_instances
2000 [79,76,73,80,77,78,78,74,75,75,74,76,79,78,76,80,79,76,75,80,81,76,75,79,78,73]
number_of_instances
2000 [79,76,73,80,77,77,78,74,75,75,74,76,79,78,76,81,79,76,75,80,81,76,75,79,78,73]
number_of_instances
2000 [79,76,73,81,77,77,77,74,75,75,74,77,79,78,75,81,78,75,75,80,82,76,76,78,79,73]
number_of_instances
2000 [79,77,73,81,77,77,77,74,75,75,74,76,79,78,75,81,78,75,75,80,82,76,76,78,79,73]
precision
0.820793 [0.891892,0.609524,0.869565,0.663265,0.764045,0.875,0.877193,0.736842,0.966102,0.897059,0.714286,0.970588,0.879518,0.915493,0.810127,0.814815,0.789474,0.764706,0.666667,0.943662,0.926829,0.846154,0.90411,0.627119,0.805195,0.805195]
precision
0.799483 [0.82716,0.666667,0.982456,0.765957,0.670103,0.833333,0.704225,0.660377,0.969231,1,0.74026,0.924242,0.893333,0.896104,0.662921,0.804878,0.688312,0.702381,0.573333,0.873418,0.860759,0.883117,0.775281,0.712766,0.876923,0.830986]
precision
0.794764 [0.905405,0.625,0.890625,0.614679,0.682927,0.80303,0.762712,0.678571,0.952381,0.983607,0.649485,0.911765,0.841463,0.928571,0.693182,0.788889,0.75641,0.611765,0.560606,0.971429,0.873239,0.934211,0.878378,0.653465,0.878378,0.819444]
precision
0.812106 [0.909091,0.655914,0.946429,0.734043,0.724138,0.814815,0.808824,0.675,0.9375,0.981481,0.701031,0.881579,0.869048,0.917808,0.633663,0.784091,0.794118,0.712644,0.583333,0.906667,0.878049,0.928571,0.888889,0.694737,0.914286,0.815789]
precision
0.805604 [0.936709,0.570093,0.927273,0.736264,0.705263,0.788732,0.870968,0.883721,0.955224,0.962963,0.696203,0.954545,0.821429,0.860759,0.692308,0.791209,0.7875,0.619565,0.6,0.855263,0.896104,0.8625,0.884615,0.676471,0.84507,0.7625]
precision
0.799431 [0.868421,0.530303,0.946429,0.729167,0.72093,0.757576,0.822581,0.904762,0.907692,0.931034,0.583333,0.893939,0.855422,0.958904,0.6,0.784091,0.767123,0.648352,0.545455,0.915493,0.829545,0.944444,0.886076,0.72449,0.9,0.824324]
precision
0.808228 [0.882353,0.57265,0.872727,0.679245,0.690722,0.897059,0.852459,1,0.936508,0.95082,0.616279,0.924242,0.813187,0.920635,0.635294,0.792683,0.666667,0.673684,0.696429,0.893333,0.896104,0.929577,0.8375,0.735294,0.873239,0.775]
precision
0.809103 [0.896104,0.616667,0.935484,0.736264,0.72619,0.828571,0.779412,0.745763,0.878378,0.967742,0.756098,0.918033,0.842697,0.873239,0.644444,0.776471,0.785714,0.704545,0.633803,0.88,0.883117,0.833333,0.876712,0.758242,0.909091,0.848485]
precision
0.802365 [0.894737,0.659341,0.90625,0.691589,0.642105,0.787879,0.830508,0.904762,0.924242,0.983607,0.67033,0.952381,0.853659,0.913043,0.632653,0.845238,0.743243,0.645161,0.533333,0.833333,0.87013,0.942029,0.855422,0.705882,0.807692,0.826087]
precision
0.817656 [0.873418,0.688889,0.95,0.734043,0.706522,0.776471,0.864407,0.816327,0.938462,1,0.7,0.895522,0.847059,0.928571,0.698795,0.825581,0.794521,0.652632,0.637681,0.932432,0.890411,0.875,0.813953,0.758621,0.802469,0.851351]
predictive_accuracy
0.8095
predictive_accuracy
0.79
predictive_accuracy
0.7815
predictive_accuracy
0.802
predictive_accuracy
0.793
predictive_accuracy
0.7785
predictive_accuracy
0.7865
predictive_accuracy
0.799
predictive_accuracy
0.7835
predictive_accuracy
0.8075
prior_entropy
4.699812
prior_entropy
4.699812
prior_entropy
4.699812
prior_entropy
4.699812
prior_entropy
4.699812
prior_entropy
4.699812
prior_entropy
4.699812
prior_entropy
4.699812
prior_entropy
4.699812
prior_entropy
4.699812
recall
0.8095 [0.835443,0.831169,0.810811,0.802469,0.883117,0.727273,0.649351,0.575342,0.75,0.824324,0.810811,0.868421,0.924051,0.833333,0.853333,0.825,0.769231,0.855263,0.506667,0.848101,0.926829,0.857143,0.88,0.948718,0.78481,0.837838]
recall
0.79 [0.858974,0.857143,0.756757,0.888889,0.844156,0.779221,0.649351,0.479452,0.828947,0.743243,0.77027,0.802632,0.848101,0.873418,0.786667,0.825,0.679487,0.776316,0.573333,0.873418,0.839506,0.883117,0.92,0.848101,0.721519,0.797297]
recall
0.7815 [0.848101,0.844156,0.77027,0.82716,0.736842,0.679487,0.584416,0.520548,0.789474,0.810811,0.851351,0.815789,0.873418,0.822785,0.813333,0.8875,0.75641,0.684211,0.5,0.860759,0.765432,0.922078,0.866667,0.835443,0.822785,0.797297]
recall
0.802 [0.886076,0.792208,0.716216,0.8625,0.828947,0.846154,0.714286,0.369863,0.789474,0.706667,0.931507,0.881579,0.9125,0.848101,0.853333,0.8625,0.692308,0.815789,0.567568,0.860759,0.888889,0.844156,0.853333,0.835443,0.810127,0.837838]
recall
0.793 [0.936709,0.792208,0.689189,0.8375,0.87013,0.717949,0.701299,0.520548,0.842105,0.693333,0.743243,0.828947,0.8625,0.871795,0.84,0.9,0.807692,0.75,0.4,0.8125,0.851852,0.907895,0.92,0.873418,0.769231,0.835616]
recall
0.7785 [0.835443,0.921053,0.716216,0.875,0.805195,0.641026,0.653846,0.260274,0.786667,0.72,0.662162,0.776316,0.898734,0.897436,0.75,0.8625,0.708861,0.776316,0.56,0.8125,0.901235,0.894737,0.933333,0.898734,0.807692,0.835616]
recall
0.7865 [0.949367,0.881579,0.657534,0.9,0.87013,0.782051,0.666667,0.27027,0.786667,0.773333,0.716216,0.802632,0.936709,0.74359,0.710526,0.8125,0.734177,0.842105,0.52,0.8375,0.851852,0.868421,0.893333,0.949367,0.794872,0.849315]
recall
0.799 [0.873418,0.973684,0.794521,0.8375,0.792208,0.753247,0.679487,0.594595,0.866667,0.8,0.837838,0.736842,0.949367,0.794872,0.763158,0.814815,0.696203,0.815789,0.6,0.825,0.839506,0.855263,0.853333,0.873418,0.769231,0.767123]
recall
0.7835 [0.860759,0.789474,0.794521,0.91358,0.792208,0.675325,0.636364,0.256757,0.813333,0.8,0.824324,0.779221,0.886076,0.807692,0.826667,0.876543,0.705128,0.8,0.64,0.75,0.817073,0.855263,0.934211,0.923077,0.797468,0.780822]
recall
0.8075 [0.873418,0.805195,0.780822,0.851852,0.844156,0.857143,0.662338,0.540541,0.813333,0.72,0.851351,0.789474,0.911392,0.833333,0.773333,0.876543,0.74359,0.826667,0.586667,0.8625,0.792683,0.921053,0.921053,0.846154,0.822785,0.863014]
relative_absolute_error
0.384832
relative_absolute_error
0.398755
relative_absolute_error
0.391767
relative_absolute_error
0.388487
relative_absolute_error
0.39368
relative_absolute_error
0.387522
relative_absolute_error
0.382727
relative_absolute_error
0.388048
relative_absolute_error
0.392143
relative_absolute_error
0.386361
root_mean_prior_squared_error
0.192304
root_mean_prior_squared_error
0.192305
root_mean_prior_squared_error
0.192304
root_mean_prior_squared_error
0.192304
root_mean_prior_squared_error
0.192304
root_mean_prior_squared_error
0.192304
root_mean_prior_squared_error
0.192304
root_mean_prior_squared_error
0.192304
root_mean_prior_squared_error
0.192304
root_mean_prior_squared_error
0.192304
root_mean_squared_error
0.110999
root_mean_squared_error
0.114203
root_mean_squared_error
0.114187
root_mean_squared_error
0.11179
root_mean_squared_error
0.113821
root_mean_squared_error
0.114518
root_mean_squared_error
0.114285
root_mean_squared_error
0.111857
root_mean_squared_error
0.11481
root_mean_squared_error
0.111606
root_relative_squared_error
0.577205
root_relative_squared_error
0.593863
root_relative_squared_error
0.593783
root_relative_squared_error
0.581318
root_relative_squared_error
0.591879
root_relative_squared_error
0.595505
root_relative_squared_error
0.594294
root_relative_squared_error
0.581669
root_relative_squared_error
0.597021
root_relative_squared_error
0.580364
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