2042358
2742
Wouter Nuijten
145685
Supervised Classification
total_cost
6313
weka.CostSensitiveClassifier_FilteredClassifier_SMO_PolyKernel(1)
182939
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.functions.SMO -- -C 1.0 -L 0.001 -P 1.0E-12 -N 0 -V 5 -W 1 -K "weka.classifiers.functions.supportVector.PolyKernel -E 1.0 -C 250007" -calibrator "weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 -num-decimal-places 4"
C
1.0
5926
N
0
5926
L
0.001
5926
P
1.0E-12
5926
V
5
5926
W
1
5926
K
weka.classifiers.functions.supportVector.PolyKernel
5926
calibrator
true
5926
E
1.0
5927
C
250007
5927
F
weka.filters.unsupervised.instance.Resample -S 1 -Z 5.0
6183
W
weka.classifiers.functions.SMO
6183
cost-matrix
[0.0 1.0; 500.0 0.0]
6313
S
1
6313
W
weka.classifiers.meta.FilteredClassifier
6313
weka
weka_3.8.1
1597
creditcard
https://www.openml.org/data/download/1673544/phpKo8OWT
-1
5035622
description
https://api.openml.org/data/download/5035622/weka_generated_run6190084197862301739.xml
-1
5035624
model_readable
https://api.openml.org/data/download/5035624/WekaModel_weka.classifiers.meta.CostSensitiveClassifier8308192003005137255.model
-1
5035623
model_serialized
https://api.openml.org/data/download/5035623/WekaSerialized_weka.classifiers.meta.CostSensitiveClassifier3366136514108980922.model
-1
5035625
predictions
https://api.openml.org/data/download/5035625/weka_generated_predictions72441067870527271.arff
area_under_roc_curve
0.937723 [0.937723,0.937723]
average_cost
0.109572
f_measure
0.991032 [0.992451,0.170528]
kappa
0.167928
kb_relative_information_score
-1843625.418554
mean_absolute_error
0.014961
mean_prior_absolute_error
0.003452
number_of_instances
284807 [284315,492]
precision
0.998243 [0.999807,0.094295]
predictive_accuracy
0.985039
prior_entropy
0.018376
recall
0.985039 [0.985203,0.890244]
relative_absolute_error
4.333397
root_mean_prior_squared_error
0.041527
root_mean_squared_error
0.122315
root_relative_squared_error
2.94543
total_cost
31207
area_under_roc_curve
0.962125 [0.962125,0.962125]
area_under_roc_curve
0.899388 [0.899388,0.899388]
area_under_roc_curve
0.900513 [0.900513,0.900513]
area_under_roc_curve
0.952483 [0.952483,0.952483]
area_under_roc_curve
0.95127 [0.95127,0.95127]
area_under_roc_curve
0.941857 [0.941857,0.941857]
area_under_roc_curve
0.941893 [0.941893,0.941893]
area_under_roc_curve
0.951762 [0.951762,0.951762]
area_under_roc_curve
0.922504 [0.922504,0.922504]
area_under_roc_curve
0.953239 [0.953239,0.953239]
average_cost
0.067168
average_cost
0.175521
average_cost
0.173273
average_cost
0.0836
average_cost
0.086022
average_cost
0.104034
average_cost
0.103964
average_cost
0.085042
average_cost
0.135007
average_cost
0.082093
f_measure
0.991235 [0.992631,0.181102]
f_measure
0.989518 [0.990989,0.136054]
f_measure
0.990689 [0.992133,0.152672]
f_measure
0.991802 [0.993184,0.189474]
f_measure
0.990531 [0.991953,0.165441]
f_measure
0.990245 [0.991703,0.16129]
f_measure
0.990282 [0.991738,0.161871]
f_measure
0.991045 [0.992453,0.174419]
f_measure
0.992394 [0.993773,0.192661]
f_measure
0.992598 [0.99395,0.208333]
kappa
0.178548
kappa
0.133321
kappa
0.150021
kappa
0.186965
kappa
0.16282
kappa
0.158601
kappa
0.159184
kappa
0.17184
kappa
0.190187
kappa
0.205911
kb_relative_information_score
-179418.40611
kb_relative_information_score
-225363.025188
kb_relative_information_score
-193401.551047
kb_relative_information_score
-163937.067074
kb_relative_information_score
-198395.531382
kb_relative_information_score
-204887.977858
kb_relative_information_score
-203889.181791
kb_relative_information_score
-184412.522466
kb_relative_information_score
-147457.06799
kb_relative_information_score
-142463.087656
mean_absolute_error
0.014606
mean_absolute_error
0.017836
mean_absolute_error
0.015589
mean_absolute_error
0.013518
mean_absolute_error
0.01594
mean_absolute_error
0.016432
mean_absolute_error
0.016362
mean_absolute_error
0.014958
mean_absolute_error
0.01236
mean_absolute_error
0.012008
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
0.998345 [0.999893,0.100218]
precision
0.998086 [0.999678,0.074212]
precision
0.998104 [0.999679,0.084211]
precision
0.998319 [0.999857,0.105634]
precision
0.998293 [0.999857,0.090909]
precision
0.998222 [0.999821,0.088583]
precision
0.998222 [0.999821,0.088933]
precision
0.998303 [0.999857,0.09636]
precision
0.998217 [0.999751,0.108527]
precision
0.99834 [0.999858,0.117493]
predictive_accuracy
0.985394
predictive_accuracy
0.982164
predictive_accuracy
0.984411
predictive_accuracy
0.986482
predictive_accuracy
0.98406
predictive_accuracy
0.983568
predictive_accuracy
0.983638
predictive_accuracy
0.985042
predictive_accuracy
0.98764
predictive_accuracy
0.987992
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
0.985394 [0.985474,0.938776]
recall
0.982164 [0.982449,0.816327]
recall
0.984411 [0.9847,0.816327]
recall
0.986482 [0.9866,0.918367]
recall
0.98406 [0.984173,0.918367]
recall
0.983568 [0.983715,0.9]
recall
0.983638 [0.983785,0.9]
recall
0.985042 [0.985157,0.918367]
recall
0.98764 [0.987865,0.857143]
recall
0.987992 [0.988112,0.918367]
relative_absolute_error
4.239251
relative_absolute_error
5.176778
relative_absolute_error
4.524585
relative_absolute_error
3.923346
relative_absolute_error
4.626491
relative_absolute_error
4.721213
relative_absolute_error
4.701037
relative_absolute_error
4.341233
relative_absolute_error
3.587122
relative_absolute_error
3.485215
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
0.120856
root_mean_squared_error
0.133553
root_mean_squared_error
0.124857
root_mean_squared_error
0.116266
root_mean_squared_error
0.126256
root_mean_squared_error
0.128187
root_mean_squared_error
0.127913
root_mean_squared_error
0.122302
root_mean_squared_error
0.111174
root_mean_squared_error
0.109583
root_relative_squared_error
2.916235
root_relative_squared_error
3.22261
root_relative_squared_error
3.012779
root_relative_squared_error
2.805474
root_relative_squared_error
3.046518
root_relative_squared_error
3.0621
root_relative_squared_error
3.05555
root_relative_squared_error
2.951078
root_relative_squared_error
2.682546
root_relative_squared_error
2.644167
total_cost
1913
total_cost
4999
total_cost
4935
total_cost
2381
total_cost
2450
total_cost
2963
total_cost
2961
total_cost
2422
total_cost
3845
total_cost
2338