252058
2
Joaquin Vanschoren
1795
Supervised Classification
predictive_accuracy
1163
weka.FilteredClassifier_PrincipalComponents_J48(1)
1917
weka.classifiers.meta.FilteredClassifier -- -F "weka.filters.unsupervised.attribute.PrincipalComponents -R 0.95 -A 5 -M -1" -W weka.classifiers.trees.J48 -- -C 0.25 -M 2
C
0.25
1068
M
2
1068
F
weka.filters.unsupervised.attribute.PrincipalComponents
1163
W
weka.classifiers.trees.J48
1163
R
0.95
1164
A
5
1164
M
-1
1164
weka
weka_3.7.12
31
credit-g
https://www.openml.org/data/download/31/dataset_31_credit-g.arff
-1
840415
description
https://api.openml.org/data/download/840415/weka_generated_run1014666279783849039.xml
-1
840418
model_readable
https://api.openml.org/data/download/840418/WekaModel_weka.classifiers.meta.FilteredClassifier4795899955142378065.model
-1
840417
model_serialized
https://api.openml.org/data/download/840417/WekaSerialized_weka.classifiers.meta.FilteredClassifier3724380904770040791.model
-1
840416
predictions
https://api.openml.org/data/download/840416/weka_generated_predictions8308466853640532133.arff
area_under_roc_curve
0.590042 [0.590042,0.590042]
average_cost
0
f_measure
0.668746 [0.762041,0.451058]
kappa
0.213121
kb_relative_information_score
626.229459
mean_absolute_error
0.347651
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
0.669522 [0.764672,0.447507]
predictive_accuracy
0.668
prior_entropy
0.881778
recall
0.668 [0.759429,0.454667]
relative_absolute_error
0.827426
root_mean_prior_squared_error
0.458258
root_mean_squared_error
0.549327
root_relative_squared_error
1.19873
scimark_benchmark
1320.480246 [810.8975459972236, 974.1936118978863, 524.0321185975328, 1066.4931078075879, 3226.784844147617]
total_cost
0
usercpu_time_millis
110
usercpu_time_millis_testing
10
usercpu_time_millis_training
100
area_under_roc_curve
0.616162 [0.616162,0.616162]
area_under_roc_curve
0.619495 [0.619495,0.619495]
area_under_roc_curve
0.607676 [0.607676,0.607676]
area_under_roc_curve
0.552562 [0.552562,0.552562]
area_under_roc_curve
0.621848 [0.621848,0.621848]
area_under_roc_curve
0.584019 [0.584019,0.584019]
area_under_roc_curve
0.541552 [0.541552,0.541552]
area_under_roc_curve
0.630771 [0.630771,0.630771]
area_under_roc_curve
0.567133 [0.567133,0.567133]
area_under_roc_curve
0.523771 [0.523771,0.523771]
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
0.689228 [0.767647,0.50625]
f_measure
0.661999 [0.76204,0.428571]
f_measure
0.668556 [0.738931,0.504348]
f_measure
0.657275 [0.752874,0.434211]
f_measure
0.657912 [0.74818,0.447284]
f_measure
0.67986 [0.795148,0.410853]
f_measure
0.679101 [0.77574,0.453608]
f_measure
0.692228 [0.786517,0.472222]
f_measure
0.660685 [0.748538,0.455696]
f_measure
0.632196 [0.740426,0.379661]
kappa
0.275229
kappa
0.190751
kappa
0.25
kappa
0.187146
kappa
0.196097
kappa
0.213251
kappa
0.229651
kappa
0.259259
kappa
0.205176
kappa
0.120192
kb_relative_information_score
77.49665
kb_relative_information_score
68.320165
kb_relative_information_score
45.623721
kb_relative_information_score
48.345524
kb_relative_information_score
50.828222
kb_relative_information_score
68.158367
kb_relative_information_score
76.883193
kb_relative_information_score
103.164451
kb_relative_information_score
58.287398
kb_relative_information_score
29.121767
mean_absolute_error
0.337454
mean_absolute_error
0.339088
mean_absolute_error
0.36518
mean_absolute_error
0.358675
mean_absolute_error
0.354544
mean_absolute_error
0.353703
mean_absolute_error
0.337784
mean_absolute_error
0.312623
mean_absolute_error
0.347381
mean_absolute_error
0.370079
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
0.696578 [0.790909,0.476471]
precision
0.660183 [0.755618,0.4375]
precision
0.689256 [0.793443,0.446154]
precision
0.658629 [0.757225,0.428571]
precision
0.662662 [0.762611,0.429448]
precision
0.674008 [0.752551,0.490741]
precision
0.676637 [0.766017,0.468085]
precision
0.689263 [0.773481,0.492754]
precision
0.666647 [0.766467,0.433735]
precision
0.63051 [0.735211,0.386207]
predictive_accuracy
0.684
predictive_accuracy
0.664
predictive_accuracy
0.658
predictive_accuracy
0.656
predictive_accuracy
0.654
predictive_accuracy
0.696
predictive_accuracy
0.682
predictive_accuracy
0.696
predictive_accuracy
0.656
predictive_accuracy
0.634
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
0.684 [0.745714,0.54]
recall
0.664 [0.768571,0.42]
recall
0.658 [0.691429,0.58]
recall
0.656 [0.748571,0.44]
recall
0.654 [0.734286,0.466667]
recall
0.696 [0.842857,0.353333]
recall
0.682 [0.785714,0.44]
recall
0.696 [0.8,0.453333]
recall
0.656 [0.731429,0.48]
recall
0.634 [0.745714,0.373333]
relative_absolute_error
0.803156
relative_absolute_error
0.807045
relative_absolute_error
0.869145
relative_absolute_error
0.853663
relative_absolute_error
0.843832
relative_absolute_error
0.84183
relative_absolute_error
0.803942
relative_absolute_error
0.744058
relative_absolute_error
0.826784
relative_absolute_error
0.880806
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
0.530239
root_mean_squared_error
0.563527
root_mean_squared_error
0.478833
root_mean_squared_error
0.573795
root_mean_squared_error
0.562738
root_mean_squared_error
0.514066
root_mean_squared_error
0.553852
root_mean_squared_error
0.5425
root_mean_squared_error
0.572256
root_mean_squared_error
0.592363
root_relative_squared_error
1.157077
root_relative_squared_error
1.229715
root_relative_squared_error
1.044898
root_relative_squared_error
1.252123
root_relative_squared_error
1.227995
root_relative_squared_error
1.121784
root_relative_squared_error
1.208603
root_relative_squared_error
1.183832
root_relative_squared_error
1.248765
root_relative_squared_error
1.292641
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
50
usercpu_time_millis
50
usercpu_time_millis
40
usercpu_time_millis
50
usercpu_time_millis
40
usercpu_time_millis
40
usercpu_time_millis
40
usercpu_time_millis
40
usercpu_time_millis
50
usercpu_time_millis
50
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
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
10
usercpu_time_millis_training
50
usercpu_time_millis_training
50
usercpu_time_millis_training
30
usercpu_time_millis_training
40
usercpu_time_millis_training
40
usercpu_time_millis_training
40
usercpu_time_millis_training
40
usercpu_time_millis_training
40
usercpu_time_millis_training
50
usercpu_time_millis_training
40