2042150
2742
Wouter Nuijten
145685
Supervised Classification
total_cost
6274
weka.CostSensitiveClassifier_FilteredClassifier_AdaBoostM1_MultilayerPerceptron(1)
182735
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.meta.AdaBoostM1 -- -P 100 -S 1 -I 10 -W weka.classifiers.functions.MultilayerPerceptron -- -L 0.3 -M 0.2 -N 500 -V 0 -S 0 -E 20 -H "a, a"
L
0.3
5920
M
0.2
5920
N
500
5920
V
0
5920
S
0
5920
E
20
5920
H
a, a
5920
cost-matrix
[0.0 1.0; 500.0 0.0]
6274
S
1
6274
W
weka.classifiers.meta.FilteredClassifier
6274
F
weka.filters.unsupervised.instance.Resample -S 1 -Z 5.0
6275
W
weka.classifiers.meta.AdaBoostM1
6275
P
100
6276
S
1
6276
I
10
6276
W
weka.classifiers.functions.MultilayerPerceptron
6276
weka
weka_3.8.1
1597
creditcard
https://www.openml.org/data/download/1673544/phpKo8OWT
-1
5035042
description
https://api.openml.org/data/download/5035042/weka_generated_run4507844153972182898.xml
-1
5035044
model_readable
https://api.openml.org/data/download/5035044/WekaModel_weka.classifiers.meta.CostSensitiveClassifier9004133515225908818.model
-1
5035043
model_serialized
https://api.openml.org/data/download/5035043/WekaSerialized_weka.classifiers.meta.CostSensitiveClassifier4509182029038361038.model
-1
5035045
predictions
https://api.openml.org/data/download/5035045/weka_generated_predictions3305872148357940911.arff
area_under_roc_curve
0.933607 [0.933607,0.933607]
average_cost
0.117638
f_measure
0.989563 [0.991022,0.146687]
kappa
0.143975
kb_relative_information_score
-58152063.592833
mean_absolute_error
0.039513
mean_prior_absolute_error
0.003452
number_of_instances
284807 [284315,492]
precision
0.998207 [0.999796,0.079978]
predictive_accuracy
0.98223
prior_entropy
0.018376
recall
0.98223 [0.9824,0.884146]
relative_absolute_error
11.444803
root_mean_prior_squared_error
0.041527
root_mean_squared_error
0.133761
root_relative_squared_error
3.221041
total_cost
33504
area_under_roc_curve
0.961307 [0.961307,0.961307]
area_under_roc_curve
0.886869 [0.886869,0.886869]
area_under_roc_curve
0.883855 [0.883855,0.883855]
area_under_roc_curve
0.957673 [0.957673,0.957673]
area_under_roc_curve
0.943166 [0.943166,0.943166]
area_under_roc_curve
0.930658 [0.930658,0.930658]
area_under_roc_curve
0.939805 [0.939805,0.939805]
area_under_roc_curve
0.949246 [0.949246,0.949246]
area_under_roc_curve
0.926597 [0.926597,0.926597]
area_under_roc_curve
0.967488 [0.967488,0.967488]
average_cost
0.069204
average_cost
0.198027
average_cost
0.201117
average_cost
0.082371
average_cost
0.099751
average_cost
0.125031
average_cost
0.108493
average_cost
0.090098
average_cost
0.130478
average_cost
0.071805
f_measure
0.990169 [0.991595,0.162544]
f_measure
0.986925 [0.988441,0.107143]
f_measure
0.994483 [0.995781,0.24127]
f_measure
0.99245 [0.993808,0.204545]
f_measure
0.992518 [0.993879,0.202765]
f_measure
0.988428 [0.98993,0.134351]
f_measure
0.987921 [0.989427,0.131387]
f_measure
0.988407 [0.989876,0.136364]
f_measure
0.985627 [0.987142,0.106436]
f_measure
0.988813 [0.99027,0.14375]
kappa
0.159904
kappa
0.104268
kappa
0.239059
kappa
0.202106
kappa
0.200324
kappa
0.131535
kappa
0.12855
kappa
0.133604
kappa
0.103538
kappa
0.141021
kb_relative_information_score
-5559741.734203
kb_relative_information_score
-5789348.1424
kb_relative_information_score
-5574989.348995
kb_relative_information_score
-5909449.777016
kb_relative_information_score
-6351848.685798
kb_relative_information_score
-5696347.266324
kb_relative_information_score
-6259250.494229
kb_relative_information_score
-5635651.014635
kb_relative_information_score
-5425337.990436
kb_relative_information_score
-5950099.138806
mean_absolute_error
0.035952
mean_absolute_error
0.043425
mean_absolute_error
0.028737
mean_absolute_error
0.035474
mean_absolute_error
0.040534
mean_absolute_error
0.040058
mean_absolute_error
0.046851
mean_absolute_error
0.039588
mean_absolute_error
0.042519
mean_absolute_error
0.041993
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
0.998326 [0.999893,0.088975]
precision
0.998019 [0.99964,0.057437]
precision
0.998136 [0.99961,0.142857]
precision
0.998335 [0.999858,0.11509]
precision
0.998299 [0.999822,0.114286]
precision
0.998157 [0.999785,0.072727]
precision
0.99819 [0.99982,0.070866]
precision
0.998263 [0.999856,0.07365]
precision
0.998161 [0.999784,0.056653]
precision
0.998306 [0.999892,0.077834]
predictive_accuracy
0.983357
predictive_accuracy
0.977178
predictive_accuracy
0.991608
predictive_accuracy
0.987711
predictive_accuracy
0.987852
predictive_accuracy
0.980092
predictive_accuracy
0.979109
predictive_accuracy
0.979986
predictive_accuracy
0.974649
predictive_accuracy
0.980758
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
0.983357 [0.983434,0.938776]
recall
0.977178 [0.97749,0.795918]
recall
0.991608 [0.991981,0.77551]
recall
0.987711 [0.987831,0.918367]
recall
0.987852 [0.988006,0.897959]
recall
0.980092 [0.980268,0.88]
recall
0.979109 [0.979248,0.9]
recall
0.979986 [0.980092,0.918367]
recall
0.974649 [0.974816,0.877551]
recall
0.980758 [0.980831,0.938776]
relative_absolute_error
10.434543
relative_absolute_error
12.603485
relative_absolute_error
8.34045
relative_absolute_error
10.295968
relative_absolute_error
11.764288
relative_absolute_error
11.509481
relative_absolute_error
13.461089
relative_absolute_error
11.489652
relative_absolute_error
12.340194
relative_absolute_error
12.187776
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
0.129501
root_mean_squared_error
0.150274
root_mean_squared_error
0.093403
root_mean_squared_error
0.112546
root_mean_squared_error
0.113172
root_mean_squared_error
0.14106
root_mean_squared_error
0.145182
root_mean_squared_error
0.141332
root_mean_squared_error
0.158113
root_mean_squared_error
0.139347
root_relative_squared_error
3.124829
root_relative_squared_error
3.626079
root_relative_squared_error
2.253787
root_relative_squared_error
2.715713
root_relative_squared_error
2.730804
root_relative_squared_error
3.369601
root_relative_squared_error
3.468071
root_relative_squared_error
3.410247
root_relative_squared_error
3.815172
root_relative_squared_error
3.362359
total_cost
1971
total_cost
5640
total_cost
5728
total_cost
2346
total_cost
2841
total_cost
3561
total_cost
3090
total_cost
2566
total_cost
3716
total_cost
2045