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