247597
2
Joaquin Vanschoren
1795
Supervised Classification
predictive_accuracy
1154
weka.NaiveBayes(10)
1913
weka.classifiers.bayes.NaiveBayes
weka
weka_3.7.12
31
credit-g
https://www.openml.org/data/download/31/dataset_31_credit-g.arff
-1
822690
description
https://api.openml.org/data/download/822690/weka_generated_run3618667415878805310.xml
-1
822693
model_readable
https://api.openml.org/data/download/822693/WekaModel_weka.classifiers.bayes.NaiveBayes1091005540726903444.model
-1
822692
model_serialized
https://api.openml.org/data/download/822692/WekaSerialized_weka.classifiers.bayes.NaiveBayes5380552508537900300.model
-1
822691
predictions
https://api.openml.org/data/download/822691/weka_generated_predictions8022581344006284685.arff
area_under_roc_curve
0.771666 [0.771666,0.771666]
average_cost
0
f_measure
0.733796 [0.821876,0.528274]
kappa
0.352334
kb_relative_information_score
1305.83541
mean_absolute_error
0.300032
mean_prior_absolute_error
0.42016
number_of_instances
5000 [3500,1500]
os_information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
precision
0.730514 [0.793562,0.5834]
predictive_accuracy
0.7414
prior_entropy
0.881778
recall
0.7414 [0.852286,0.482667]
relative_absolute_error
0.714092
root_mean_prior_squared_error
0.458258
root_mean_squared_error
0.429752
root_relative_squared_error
0.937794
scimark_benchmark
1301.917622 [804.9102886377058, 664.9258132269684, 526.0861745217665, 1071.2872788694497, 3442.3785542190517]
total_cost
0
usercpu_time_millis
10
usercpu_time_millis_testing
10
usercpu_time_millis_training
0
area_under_roc_curve
0.776714 [0.776714,0.776714]
area_under_roc_curve
0.740038 [0.740038,0.740038]
area_under_roc_curve
0.772171 [0.772171,0.772171]
area_under_roc_curve
0.786724 [0.786724,0.786724]
area_under_roc_curve
0.766781 [0.766781,0.766781]
area_under_roc_curve
0.784629 [0.784629,0.784629]
area_under_roc_curve
0.79559 [0.79559,0.79559]
area_under_roc_curve
0.779143 [0.779143,0.779143]
area_under_roc_curve
0.7704 [0.7704,0.7704]
area_under_roc_curve
0.753876 [0.753876,0.753876]
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
0.738413 [0.822222,0.542857]
f_measure
0.710044 [0.805517,0.487273]
f_measure
0.744874 [0.823034,0.5625]
f_measure
0.740769 [0.823366,0.548043]
f_measure
0.708565 [0.811908,0.467433]
f_measure
0.725344 [0.825269,0.492188]
f_measure
0.744232 [0.82663,0.551971]
f_measure
0.740896 [0.829001,0.535316]
f_measure
0.754 [0.836763,0.560886]
f_measure
0.728522 [0.815021,0.52669]
kappa
0.366337
kappa
0.295
kappa
0.385965
kappa
0.37253
kappa
0.284979
kappa
0.324324
kappa
0.37996
kappa
0.367409
kappa
0.400202
kappa
0.342885
kb_relative_information_score
134.636965
kb_relative_information_score
107.363515
kb_relative_information_score
131.984873
kb_relative_information_score
126.505703
kb_relative_information_score
121.626278
kb_relative_information_score
140.584801
kb_relative_information_score
139.666945
kb_relative_information_score
132.778426
kb_relative_information_score
144.768085
kb_relative_information_score
125.919818
mean_absolute_error
0.297758
mean_absolute_error
0.31484
mean_absolute_error
0.299831
mean_absolute_error
0.302923
mean_absolute_error
0.306034
mean_absolute_error
0.294299
mean_absolute_error
0.293661
mean_absolute_error
0.299017
mean_absolute_error
0.289128
mean_absolute_error
0.302835
mean_prior_absolute_error
0.42016
mean_prior_absolute_error
0.42016
mean_prior_absolute_error
0.42016
mean_prior_absolute_error
0.42016
mean_prior_absolute_error
0.42016
mean_prior_absolute_error
0.42016
mean_prior_absolute_error
0.42016
mean_prior_absolute_error
0.42016
mean_prior_absolute_error
0.42016
mean_prior_absolute_error
0.42016
number_of_instances
500 [350,150]
number_of_instances
500 [350,150]
number_of_instances
500 [350,150]
number_of_instances
500 [350,150]
number_of_instances
500 [350,150]
number_of_instances
500 [350,150]
number_of_instances
500 [350,150]
number_of_instances
500 [350,150]
number_of_instances
500 [350,150]
number_of_instances
500 [350,150]
precision
0.735385 [0.8,0.584615]
precision
0.705867 [0.778667,0.536]
precision
0.742662 [0.809392,0.586957]
precision
0.737853 [0.802168,0.587786]
precision
0.704711 [0.771208,0.54955]
precision
0.723733 [0.779188,0.59434]
precision
0.741334 [0.803235,0.596899]
precision
0.738206 [0.795276,0.605042]
precision
0.751754 [0.804749,0.628099]
precision
0.725292 [0.794038,0.564885]
predictive_accuracy
0.744
predictive_accuracy
0.718
predictive_accuracy
0.748
predictive_accuracy
0.746
predictive_accuracy
0.722
predictive_accuracy
0.74
predictive_accuracy
0.75
predictive_accuracy
0.75
predictive_accuracy
0.762
predictive_accuracy
0.734
prior_entropy
0.881778
prior_entropy
0.881778
prior_entropy
0.881778
prior_entropy
0.881778
prior_entropy
0.881778
prior_entropy
0.881778
prior_entropy
0.881778
prior_entropy
0.881778
prior_entropy
0.881778
prior_entropy
0.881778
recall
0.744 [0.845714,0.506667]
recall
0.718 [0.834286,0.446667]
recall
0.748 [0.837143,0.54]
recall
0.746 [0.845714,0.513333]
recall
0.722 [0.857143,0.406667]
recall
0.74 [0.877143,0.42]
recall
0.75 [0.851429,0.513333]
recall
0.75 [0.865714,0.48]
recall
0.762 [0.871429,0.506667]
recall
0.734 [0.837143,0.493333]
relative_absolute_error
0.708677
relative_absolute_error
0.749335
relative_absolute_error
0.713611
relative_absolute_error
0.720972
relative_absolute_error
0.728375
relative_absolute_error
0.700445
relative_absolute_error
0.698928
relative_absolute_error
0.711674
relative_absolute_error
0.688138
relative_absolute_error
0.720761
root_mean_prior_squared_error
0.458258
root_mean_prior_squared_error
0.458258
root_mean_prior_squared_error
0.458258
root_mean_prior_squared_error
0.458258
root_mean_prior_squared_error
0.458258
root_mean_prior_squared_error
0.458258
root_mean_prior_squared_error
0.458258
root_mean_prior_squared_error
0.458258
root_mean_prior_squared_error
0.458258
root_mean_prior_squared_error
0.458258
root_mean_squared_error
0.435659
root_mean_squared_error
0.45073
root_mean_squared_error
0.427627
root_mean_squared_error
0.418544
root_mean_squared_error
0.431381
root_mean_squared_error
0.417574
root_mean_squared_error
0.415408
root_mean_squared_error
0.425441
root_mean_squared_error
0.429078
root_mean_squared_error
0.444673
root_relative_squared_error
0.950685
root_relative_squared_error
0.983572
root_relative_squared_error
0.933159
root_relative_squared_error
0.913339
root_relative_squared_error
0.94135
root_relative_squared_error
0.91122
root_relative_squared_error
0.906494
root_relative_squared_error
0.928388
root_relative_squared_error
0.936324
root_relative_squared_error
0.970356
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
10
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
10
usercpu_time_millis_testing
10
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
10
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0