593960
2
Joaquin Vanschoren
14967
Supervised Classification
4027
weka.FilteredClassifier_NaiveBayes(1)
6409
weka.classifiers.meta.FilteredClassifier -- -F "weka.filters.MultiFilter -F \"weka.filters.unsupervised.attribute.ReplaceMissingNumericValuesAndIndicate \" -F \"weka.filters.unsupervised.attribute.ReplaceMissingWithUserConstant -A first-last -N ? -R 0 -F yyyy-MM-dd\\\'T\\\'HH:mm:ss\" -F \"weka.filters.unsupervised.attribute.RemoveUseless -M 99.0\"" -W weka.classifiers.bayes.NaiveBayes
F
weka.filters.MultiFilter -F "weka.filters.unsupervised.attribute.ReplaceMissingNumericValuesAndIndicate " -F "weka.filters.unsupervised.attribute.ReplaceMissingWithUserConstant -A first-last -N ? -R 0 -F yyyy-MM-dd\'T\'HH:mm:ss" -F "weka.filters.unsupervised.attribute.RemoveUseless -M 99.0"
4027
W
weka.classifiers.bayes.NaiveBayes
4027
weka
weka_3.7.13
23380
cjs
https://www.openml.org/data/download/1910442/phpDAC5gS
-1
2058860
description
https://api.openml.org/data/download/2058860/weka_generated_run5081518293862444169.xml
-1
2058863
model_readable
https://api.openml.org/data/download/2058863/WekaModel_weka.classifiers.meta.FilteredClassifier1848089562134405326.model
-1
2058862
model_serialized
https://api.openml.org/data/download/2058862/WekaSerialized_weka.classifiers.meta.FilteredClassifier743083613962824194.model
-1
2058861
predictions
https://api.openml.org/data/download/2058861/weka_generated_predictions1159049537428904362.arff
area_under_roc_curve
0.896403 [0.941393,0.890661,0.953827,0.871029,0.871658,0.751174]
average_cost
0
f_measure
0.390769 [0.681013,0.059459,0.662211,0.003899,0.367461,0.276008]
kappa
0.36496
kb_relative_information_score
1127.211517
mean_absolute_error
0.16964
mean_prior_absolute_error
0.27288
number_of_instances
2796 [576,341,680,511,414,274]
os_information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.469052 [0.535857,0.37931,0.509091,0.5,0.438127,0.329949]
predictive_accuracy
0.497139
prior_entropy
2.520663
recall
0.497139 [0.934028,0.032258,0.947059,0.001957,0.316425,0.237226]
relative_absolute_error
0.621665
root_mean_prior_squared_error
0.369371
root_mean_squared_error
0.369668
root_relative_squared_error
1.000806
scimark_benchmark
901.457988 [561.3905944076963, 1011.2594872886406, 485.85602057287946, 908.6447170417716, 1540.1391222386262]
total_cost
0
usercpu_time_millis
150
usercpu_time_millis_testing
110
usercpu_time_millis_training
40
area_under_roc_curve
0.906472 [0.962838,0.893113,0.979641,0.841125,0.901316,0.754819]
area_under_roc_curve
0.872341 [0.878689,0.899151,0.932159,0.869723,0.813042,0.772959]
area_under_roc_curve
0.895521 [0.967537,0.893352,0.927685,0.897637,0.855546,0.725553]
area_under_roc_curve
0.914589 [0.959071,0.893233,0.973224,0.909196,0.879477,0.767219]
area_under_roc_curve
0.902386 [0.934685,0.925395,0.94683,0.910552,0.861874,0.737886]
area_under_roc_curve
0.88824 [0.939811,0.914111,0.946865,0.811157,0.912032,0.705753]
area_under_roc_curve
0.900705 [0.951873,0.89964,0.974875,0.874484,0.895469,0.664903]
area_under_roc_curve
0.906968 [0.980243,0.906603,0.958287,0.879515,0.835544,0.786449]
area_under_roc_curve
0.895106 [0.920776,0.90096,0.946961,0.879085,0.899287,0.726705]
area_under_roc_curve
0.908098 [0.922475,0.908223,0.968044,0.863519,0.866787,0.875073]
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
0.396751 [0.628571,0,0.754286,0,0.405405,0.24]
f_measure
0.37941 [0.492611,0,0.859155,0,0.311688,0.230769]
f_measure
0.412593 [0.933333,0.055556,0.543103,0.038462,0.388889,0.166667]
f_measure
0.388293 [0.6875,0.055556,0.670051,0,0.311688,0.307692]
f_measure
0.370305 [0.878049,0.055556,0.526749,0,0.166667,0.304348]
f_measure
0.438974 [0.947368,0.105263,0.533333,0,0.463768,0.333333]
f_measure
0.434311 [0.534653,0.108108,0.885906,0,0.555556,0.12766]
f_measure
0.4079 [0.933333,0.102564,0.555556,0,0.231884,0.355556]
f_measure
0.402315 [0.693333,0.108108,0.653061,0,0.432432,0.24]
f_measure
0.434035 [0.488263,0,0.948905,0,0.376812,0.478261]
kappa
0.380124
kappa
0.326312
kappa
0.36015
kappa
0.366311
kappa
0.320189
kappa
0.382179
kappa
0.39861
kappa
0.361473
kappa
0.372161
kappa
0.382367
kb_relative_information_score
115.58064
kb_relative_information_score
104.724093
kb_relative_information_score
110.261491
kb_relative_information_score
114.512315
kb_relative_information_score
102.614431
kb_relative_information_score
115.607742
kb_relative_information_score
119.033584
kb_relative_information_score
113.190188
kb_relative_information_score
116.522437
kb_relative_information_score
115.164597
mean_absolute_error
0.165496
mean_absolute_error
0.179283
mean_absolute_error
0.170701
mean_absolute_error
0.16719
mean_absolute_error
0.179416
mean_absolute_error
0.167936
mean_absolute_error
0.162061
mean_absolute_error
0.169261
mean_absolute_error
0.165064
mean_absolute_error
0.169946
mean_prior_absolute_error
0.272905
mean_prior_absolute_error
0.272905
mean_prior_absolute_error
0.272905
mean_prior_absolute_error
0.272905
mean_prior_absolute_error
0.272804
mean_prior_absolute_error
0.272877
mean_prior_absolute_error
0.272875
mean_prior_absolute_error
0.272875
mean_prior_absolute_error
0.272875
mean_prior_absolute_error
0.272875
number_of_instances
280 [58,34,68,51,41,28]
number_of_instances
280 [58,34,68,51,41,28]
number_of_instances
280 [58,34,68,51,41,28]
number_of_instances
280 [58,34,68,51,41,28]
number_of_instances
280 [58,34,68,52,41,27]
number_of_instances
280 [58,35,68,51,41,27]
number_of_instances
279 [57,34,68,51,42,27]
number_of_instances
279 [57,34,68,51,42,27]
number_of_instances
279 [57,34,68,51,42,27]
number_of_instances
279 [57,34,68,51,42,27]
precision
0.341006 [0.470085,0,0.616822,0,0.454545,0.272727]
precision
0.345431 [0.344828,0,0.824324,0,0.333333,0.25]
precision
0.609376 [0.903226,0.5,0.384146,1,0.451613,0.2]
precision
0.400016 [0.539216,0.5,0.511628,0,0.333333,0.545455]
precision
0.395679 [0.830769,0.5,0.365714,0,0.263158,0.368421]
precision
0.493852 [0.964286,0.666667,0.372093,0,0.571429,0.380952]
precision
0.470794 [0.372414,0.666667,0.814815,0,0.666667,0.15]
precision
0.413396 [0.888889,0.4,0.391566,0,0.296296,0.444444]
precision
0.417853 [0.55914,0.666667,0.5,0,0.5,0.26087]
precision
0.426207 [0.333333,0,0.942029,0,0.481481,0.578947]
predictive_accuracy
0.507143
predictive_accuracy
0.460714
predictive_accuracy
0.496429
predictive_accuracy
0.5
predictive_accuracy
0.467857
predictive_accuracy
0.514286
predictive_accuracy
0.519713
predictive_accuracy
0.498208
predictive_accuracy
0.501792
predictive_accuracy
0.505376
prior_entropy
2.520663
prior_entropy
2.520663
prior_entropy
2.520663
prior_entropy
2.520663
prior_entropy
2.520663
prior_entropy
2.520663
prior_entropy
2.520663
prior_entropy
2.520663
prior_entropy
2.520663
prior_entropy
2.520663
recall
0.507143 [0.948276,0,0.970588,0,0.365854,0.214286]
recall
0.460714 [0.862069,0,0.897059,0,0.292683,0.214286]
recall
0.496429 [0.965517,0.029412,0.926471,0.019608,0.341463,0.142857]
recall
0.5 [0.948276,0.029412,0.970588,0,0.292683,0.214286]
recall
0.467857 [0.931034,0.029412,0.941176,0,0.121951,0.259259]
recall
0.514286 [0.931034,0.057143,0.941176,0,0.390244,0.296296]
recall
0.519713 [0.947368,0.058824,0.970588,0,0.47619,0.111111]
recall
0.498208 [0.982456,0.058824,0.955882,0,0.190476,0.296296]
recall
0.501792 [0.912281,0.058824,0.941176,0,0.380952,0.222222]
recall
0.505376 [0.912281,0,0.955882,0,0.309524,0.407407]
relative_absolute_error
0.606425
relative_absolute_error
0.656944
relative_absolute_error
0.625496
relative_absolute_error
0.612629
relative_absolute_error
0.657673
relative_absolute_error
0.61543
relative_absolute_error
0.593904
relative_absolute_error
0.62029
relative_absolute_error
0.604909
relative_absolute_error
0.622799
root_mean_prior_squared_error
0.369405
root_mean_prior_squared_error
0.369405
root_mean_prior_squared_error
0.369405
root_mean_prior_squared_error
0.369405
root_mean_prior_squared_error
0.369268
root_mean_prior_squared_error
0.369366
root_mean_prior_squared_error
0.369364
root_mean_prior_squared_error
0.369364
root_mean_prior_squared_error
0.369364
root_mean_prior_squared_error
0.369364
root_mean_squared_error
0.361178
root_mean_squared_error
0.380021
root_mean_squared_error
0.378684
root_mean_squared_error
0.359889
root_mean_squared_error
0.380764
root_mean_squared_error
0.37933
root_mean_squared_error
0.355909
root_mean_squared_error
0.370479
root_mean_squared_error
0.359053
root_mean_squared_error
0.370112
root_relative_squared_error
0.977729
root_relative_squared_error
1.028739
root_relative_squared_error
1.02512
root_relative_squared_error
0.974241
root_relative_squared_error
1.031131
root_relative_squared_error
1.026975
root_relative_squared_error
0.963573
root_relative_squared_error
1.00302
root_relative_squared_error
0.972086
root_relative_squared_error
1.002025
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
usercpu_time_millis
60
usercpu_time_millis
40
usercpu_time_millis
40
usercpu_time_millis
40
usercpu_time_millis
40
usercpu_time_millis
40
usercpu_time_millis
40
usercpu_time_millis
40
usercpu_time_millis
40
usercpu_time_millis
40
usercpu_time_millis_testing
20
usercpu_time_millis_testing
20
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_training
40
usercpu_time_millis_training
20
usercpu_time_millis_training
30
usercpu_time_millis_training
30
usercpu_time_millis_training
30
usercpu_time_millis_training
30
usercpu_time_millis_training
30
usercpu_time_millis_training
30
usercpu_time_millis_training
30
usercpu_time_millis_training
30