2042357
2742
Wouter Nuijten
145685
Supervised Classification
total_cost
6312
weka.CostSensitiveClassifier_FilteredClassifier_NaiveBayes(1)
182938
weka.classifiers.meta.CostSensitiveClassifier -- -cost-matrix "[0.0 1.0; 500.0 0.0]" -S 1 -W weka.classifiers.meta.FilteredClassifier -- -F "weka.filters.unsupervised.instance.Resample -S 1 -Z 5.0" -W weka.classifiers.bayes.NaiveBayes
F
weka.filters.unsupervised.instance.Resample -S 1 -Z 5.0
6137
W
weka.classifiers.bayes.NaiveBayes
6137
cost-matrix
[0.0 1.0; 500.0 0.0]
6312
S
1
6312
W
weka.classifiers.meta.FilteredClassifier
6312
weka
weka_3.8.1
1597
creditcard
https://www.openml.org/data/download/1673544/phpKo8OWT
-1
5035617
description
https://api.openml.org/data/download/5035617/weka_generated_run6214408478513843629.xml
-1
5035619
model_readable
https://api.openml.org/data/download/5035619/WekaModel_weka.classifiers.meta.CostSensitiveClassifier8108041625204983439.model
-1
5035618
model_serialized
https://api.openml.org/data/download/5035618/WekaSerialized_weka.classifiers.meta.CostSensitiveClassifier9218760447859232477.model
-1
5035620
predictions
https://api.openml.org/data/download/5035620/weka_generated_predictions6432927931924293699.arff
area_under_roc_curve
0.930819 [0.930819,0.930819]
average_cost
0.145639
f_measure
0.984113 [0.985651,0.095549]
kappa
0.092587
kb_relative_information_score
-4139154.585127
mean_absolute_error
0.028381
mean_prior_absolute_error
0.003452
number_of_instances
284807 [284315,492]
precision
0.998118 [0.999758,0.050571]
predictive_accuracy
0.971749
prior_entropy
0.018376
recall
0.971749 [0.971936,0.863821]
relative_absolute_error
8.220346
root_mean_prior_squared_error
0.041527
root_mean_squared_error
0.16606
root_relative_squared_error
3.998827
total_cost
41479
area_under_roc_curve
0.967729 [0.967729,0.967729]
area_under_roc_curve
0.890921 [0.890921,0.890921]
area_under_roc_curve
0.872569 [0.872569,0.872569]
area_under_roc_curve
0.945802 [0.945802,0.945802]
area_under_roc_curve
0.957257 [0.957257,0.957257]
area_under_roc_curve
0.926528 [0.926528,0.926528]
area_under_roc_curve
0.94596 [0.94596,0.94596]
area_under_roc_curve
0.947496 [0.947496,0.947496]
area_under_roc_curve
0.895431 [0.895431,0.895431]
area_under_roc_curve
0.958287 [0.958287,0.958287]
average_cost
0.081072
average_cost
0.258453
average_cost
0.237808
average_cost
0.116183
average_cost
0.099119
average_cost
0.150732
average_cost
0.134721
average_cost
0.097542
average_cost
0.201545
average_cost
0.079213
f_measure
0.983995 [0.985515,0.10177]
f_measure
0.982835 [0.984397,0.07611]
f_measure
0.98446 [0.986008,0.086147]
f_measure
0.983952 [0.98548,0.097561]
f_measure
0.983718 [0.985244,0.098146]
f_measure
0.984174 [0.985734,0.097065]
f_measure
0.983392 [0.984955,0.094522]
f_measure
0.984539 [0.986058,0.103211]
f_measure
0.985103 [0.986639,0.094203]
f_measure
0.984962 [0.986473,0.108108]
kappa
0.098837
kappa
0.073086
kappa
0.083172
kappa
0.094615
kappa
0.095199
kappa
0.094064
kappa
0.091503
kappa
0.100289
kappa
0.091261
kappa
0.105206
kb_relative_information_score
-421080.289859
kb_relative_information_score
-443028.996788
kb_relative_information_score
-399630.801117
kb_relative_information_score
-415608.614985
kb_relative_information_score
-427287.350281
kb_relative_information_score
-411970.641187
kb_relative_information_score
-439210.452522
kb_relative_information_score
-404526.441523
kb_relative_information_score
-385137.290441
kb_relative_information_score
-391673.706433
mean_absolute_error
0.028725
mean_absolute_error
0.030618
mean_absolute_error
0.027698
mean_absolute_error
0.02859
mean_absolute_error
0.02922
mean_absolute_error
0.028159
mean_absolute_error
0.029839
mean_absolute_error
0.027642
mean_absolute_error
0.026443
mean_absolute_error
0.026872
mean_prior_absolute_error
0.003445
mean_prior_absolute_error
0.003445
mean_prior_absolute_error
0.003445
mean_prior_absolute_error
0.003445
mean_prior_absolute_error
0.003445
mean_prior_absolute_error
0.00348
mean_prior_absolute_error
0.00348
mean_prior_absolute_error
0.003446
mean_prior_absolute_error
0.003446
mean_prior_absolute_error
0.003446
number_of_instances
28481 [28432,49]
number_of_instances
28481 [28432,49]
number_of_instances
28481 [28432,49]
number_of_instances
28481 [28432,49]
number_of_instances
28481 [28432,49]
number_of_instances
28481 [28431,50]
number_of_instances
28481 [28431,50]
number_of_instances
28480 [28431,49]
number_of_instances
28480 [28431,49]
number_of_instances
28480 [28431,49]
precision
0.998264 [0.999891,0.053801]
precision
0.997878 [0.999529,0.040134]
precision
0.997925 [0.999566,0.045679]
precision
0.998188 [0.999819,0.051583]
precision
0.998224 [0.999855,0.051843]
precision
0.998082 [0.999747,0.051435]
precision
0.998115 [0.999783,0.049943]
precision
0.998229 [0.999855,0.054678]
precision
0.998005 [0.999639,0.050064]
precision
0.99827 [0.999892,0.057357]
predictive_accuracy
0.97149
predictive_accuracy
0.969313
predictive_accuracy
0.972438
predictive_accuracy
0.97142
predictive_accuracy
0.970963
predictive_accuracy
0.971911
predictive_accuracy
0.970401
predictive_accuracy
0.972542
predictive_accuracy
0.973666
predictive_accuracy
0.97335
prior_entropy
0.018376
prior_entropy
0.018376
prior_entropy
0.018376
prior_entropy
0.018376
prior_entropy
0.018376
prior_entropy
0.018376
prior_entropy
0.018376
prior_entropy
0.018376
prior_entropy
0.018376
prior_entropy
0.018376
recall
0.97149 [0.971546,0.938776]
recall
0.969313 [0.969717,0.734694]
recall
0.972438 [0.972812,0.755102]
recall
0.97142 [0.971546,0.897959]
recall
0.970963 [0.971054,0.918367]
recall
0.971911 [0.972108,0.86]
recall
0.970401 [0.97056,0.88]
recall
0.972542 [0.972636,0.918367]
recall
0.973666 [0.973972,0.795918]
recall
0.97335 [0.973409,0.938776]
relative_absolute_error
8.336883
relative_absolute_error
8.886372
relative_absolute_error
8.03894
relative_absolute_error
8.297875
relative_absolute_error
8.480739
relative_absolute_error
8.090696
relative_absolute_error
8.573356
relative_absolute_error
8.02258
relative_absolute_error
7.674615
relative_absolute_error
7.799111
root_mean_prior_squared_error
0.041443
root_mean_prior_squared_error
0.041443
root_mean_prior_squared_error
0.041443
root_mean_prior_squared_error
0.041443
root_mean_prior_squared_error
0.041443
root_mean_prior_squared_error
0.041863
root_mean_prior_squared_error
0.041863
root_mean_prior_squared_error
0.041443
root_mean_prior_squared_error
0.041443
root_mean_prior_squared_error
0.041443
root_mean_squared_error
0.166927
root_mean_squared_error
0.172721
root_mean_squared_error
0.164228
root_mean_squared_error
0.166505
root_mean_squared_error
0.168448
root_mean_squared_error
0.165438
root_mean_squared_error
0.170203
root_mean_squared_error
0.163788
root_mean_squared_error
0.160414
root_mean_squared_error
0.161535
root_relative_squared_error
4.027914
root_relative_squared_error
4.167723
root_relative_squared_error
3.962783
root_relative_squared_error
4.017725
root_relative_squared_error
4.064609
root_relative_squared_error
3.951927
root_relative_squared_error
4.065766
root_relative_squared_error
3.952106
root_relative_squared_error
3.870697
root_relative_squared_error
3.897732
total_cost
2309
total_cost
7361
total_cost
6773
total_cost
3309
total_cost
2823
total_cost
4293
total_cost
3837
total_cost
2778
total_cost
5740
total_cost
2256