2083020
2742
Wouter Nuijten
145685
Supervised Classification
total_cost
6163
weka.FilteredClassifier_CostSensitiveClassifier_RandomForest(3)
216557
weka.classifiers.meta.FilteredClassifier -- -F "weka.filters.unsupervised.instance.Resample -S 1 -Z 10.0" -W weka.classifiers.meta.CostSensitiveClassifier -- -cost-matrix "[0.0 1.0; 500.0 0.0]" -S 1 -W weka.classifiers.trees.RandomForest -- -P 100 -I 200 -num-slots 1 -K 0 -M 1.0 -V 0.001 -S 1
P
100
5923
I
200
5923
num-slots
1
5923
K
0
5923
M
1.0
5923
V
0.001
5923
S
1
5923
cost-matrix
[0.0 1.0; 500.0 0.0]
6086
S
1
6086
W
weka.classifiers.trees.RandomForest
6086
F
weka.filters.unsupervised.instance.Resample -S 1 -Z 10.0
6163
W
weka.classifiers.meta.CostSensitiveClassifier
6163
weka
weka_3.8.1
1597
creditcard
https://www.openml.org/data/download/1673544/phpKo8OWT
-1
5118673
description
https://api.openml.org/data/download/5118673/weka_generated_run5429489798539552737.xml
-1
5118675
model_readable
https://api.openml.org/data/download/5118675/WekaModel_weka.classifiers.meta.FilteredClassifier7362974682573276927.model
-1
5118674
model_serialized
https://api.openml.org/data/download/5118674/WekaSerialized_weka.classifiers.meta.FilteredClassifier2953817664241801331.model
-1
5118676
predictions
https://api.openml.org/data/download/5118676/weka_generated_predictions520400556071675138.arff
area_under_roc_curve
0.960228 [0.960228,0.960228]
average_cost
0.219636
f_measure
0.999347 [0.999685,0.803943]
kappa
0.80363
kb_relative_information_score
-2106485.369063
mean_absolute_error
0.001568
mean_prior_absolute_error
0.003452
number_of_instances
284807 [284315,492]
precision
0.99934 [0.99956,0.871734]
predictive_accuracy
0.999372
prior_entropy
0.018376
recall
0.999372 [0.99981,0.745935]
relative_absolute_error
0.454102
root_mean_prior_squared_error
0.041527
root_mean_squared_error
0.023783
root_relative_squared_error
0.5727
total_cost
62554
area_under_roc_curve
0.967055 [0.967055,0.967055]
area_under_roc_curve
0.931381 [0.931381,0.931381]
area_under_roc_curve
0.931419 [0.931419,0.931419]
area_under_roc_curve
0.976754 [0.976754,0.976754]
area_under_roc_curve
0.956208 [0.956208,0.956208]
area_under_roc_curve
0.966553 [0.966553,0.966553]
area_under_roc_curve
0.967304 [0.967304,0.967304]
area_under_roc_curve
0.986369 [0.986369,0.986369]
area_under_roc_curve
0.942372 [0.942372,0.942372]
area_under_roc_curve
0.976192 [0.976192,0.976192]
average_cost
0.175696
average_cost
0.333907
average_cost
0.298515
average_cost
0.193322
average_cost
0.158105
average_cost
0.246059
average_cost
0.193322
average_cost
0.210779
average_cost
0.245997
average_cost
0.14066
f_measure
0.999492 [0.999754,0.847826]
f_measure
0.99893 [0.99949,0.674157]
f_measure
0.999273 [0.999666,0.771084]
f_measure
0.999387 [0.999701,0.817204]
f_measure
0.999565 [0.999789,0.869565]
f_measure
0.999203 [0.999613,0.765957]
f_measure
0.999387 [0.999701,0.821053]
f_measure
0.999447 [0.999736,0.831461]
f_measure
0.999267 [0.999648,0.777778]
f_measure
0.999503 [0.999754,0.854167]
kappa
0.847581
kappa
0.673653
kappa
0.770761
kappa
0.816906
kappa
0.869355
kappa
0.765572
kappa
0.820755
kappa
0.8312
kappa
0.777429
kappa
0.853921
kb_relative_information_score
-233819.268669
kb_relative_information_score
-244840.165212
kb_relative_information_score
-219657.486625
kb_relative_information_score
-172166.882295
kb_relative_information_score
-194532.060799
kb_relative_information_score
-183666.734778
kb_relative_information_score
-159052.114434
kb_relative_information_score
-256876.390867
kb_relative_information_score
-223427.747902
kb_relative_information_score
-218446.517489
mean_absolute_error
0.00157
mean_absolute_error
0.001947
mean_absolute_error
0.001676
mean_absolute_error
0.001481
mean_absolute_error
0.001506
mean_absolute_error
0.00163
mean_absolute_error
0.001367
mean_absolute_error
0.001457
mean_absolute_error
0.001556
mean_absolute_error
0.001488
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
0.999489 [0.999648,0.906977]
precision
0.998903 [0.999332,0.75]
precision
0.999302 [0.999402,0.941176]
precision
0.999379 [0.999613,0.863636]
precision
0.999564 [0.999684,0.930233]
precision
0.999189 [0.999508,0.818182]
precision
0.99938 [0.999613,0.866667]
precision
0.99945 [0.999578,0.925]
precision
0.999257 [0.999508,0.853659]
precision
0.999499 [0.999719,0.87234]
predictive_accuracy
0.999508
predictive_accuracy
0.998982
predictive_accuracy
0.999333
predictive_accuracy
0.999403
predictive_accuracy
0.999579
predictive_accuracy
0.999228
predictive_accuracy
0.999403
predictive_accuracy
0.999473
predictive_accuracy
0.999298
predictive_accuracy
0.999508
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
0.999508 [0.999859,0.795918]
recall
0.998982 [0.999648,0.612245]
recall
0.999333 [0.99993,0.653061]
recall
0.999403 [0.999789,0.77551]
recall
0.999579 [0.999894,0.816327]
recall
0.999228 [0.999719,0.72]
recall
0.999403 [0.999789,0.78]
recall
0.999473 [0.999894,0.755102]
recall
0.999298 [0.999789,0.714286]
recall
0.999508 [0.999789,0.836735]
relative_absolute_error
0.45577
relative_absolute_error
0.565166
relative_absolute_error
0.486393
relative_absolute_error
0.429887
relative_absolute_error
0.437071
relative_absolute_error
0.468288
relative_absolute_error
0.392627
relative_absolute_error
0.422863
relative_absolute_error
0.4516
relative_absolute_error
0.43183
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
0.020959
root_mean_squared_error
0.028011
root_mean_squared_error
0.025338
root_mean_squared_error
0.024894
root_mean_squared_error
0.021502
root_mean_squared_error
0.025462
root_mean_squared_error
0.02328
root_mean_squared_error
0.02022
root_mean_squared_error
0.025279
root_mean_squared_error
0.02168
root_relative_squared_error
0.505729
root_relative_squared_error
0.675904
root_relative_squared_error
0.611409
root_relative_squared_error
0.600694
root_relative_squared_error
0.518829
root_relative_squared_error
0.608217
root_relative_squared_error
0.556107
root_relative_squared_error
0.487887
root_relative_squared_error
0.609966
root_relative_squared_error
0.523123
total_cost
5004
total_cost
9510
total_cost
8502
total_cost
5506
total_cost
4503
total_cost
7008
total_cost
5506
total_cost
6003
total_cost
7006
total_cost
4006