93473
2
Joaquin Vanschoren
1793
Supervised Classification
predictive_accuracy
375
weka.OneR(3)
594
weka.classifiers.rules.OneR -- -B 6
B
6
375
29
credit-approval
https://www.openml.org/data/download/29/dataset_29_credit-a.arff
-1
280206
description
https://api.openml.org/data/download/280206/weka_generated_run4728615492248852675.xml
-1
280209
model_readable
https://api.openml.org/data/download/280209/WekaModel_weka.classifiers.rules.OneR517093641407697559.model
-1
280208
model_serialized
https://api.openml.org/data/download/280208/WekaSerialized_weka.classifiers.rules.OneR3626920596179836539.model
-1
280207
predictions
https://api.openml.org/data/download/280207/weka_generated_predictions3474478804315035204.arff
area_under_roc_curve
0.862019 [0.862019,0.862019]
average_cost
0
build_cpu_time
0.0066
build_memory
784747768
f_measure
0.855434 [0.850299,0.859551]
kappa
0.711618
kb_relative_information_score
2432.197984
mean_absolute_error
0.144928
mean_prior_absolute_error
0.493952
number_of_instances
3450 [1535,1915]
os_information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.866294 [0.786704,0.930091]
predictive_accuracy
0.855072
prior_entropy
0.991282
recall
0.855072 [0.925081,0.798956]
relative_absolute_error
0.293404
root_mean_prior_squared_error
0.496958
root_mean_squared_error
0.380693
root_relative_squared_error
0.766048
scimark_benchmark
947.597412 [568.7123214534407, 1014.9881711071126, 484.9782432137119, 912.1224543806716, 1757.185869335973]
total_cost
0
area_under_roc_curve
0.881383 [0.881383,0.881383]
area_under_roc_curve
0.878115 [0.878115,0.878115]
area_under_roc_curve
0.847478 [0.847478,0.847478]
area_under_roc_curve
0.85529 [0.85529,0.85529]
area_under_roc_curve
0.854013 [0.854013,0.854013]
area_under_roc_curve
0.842609 [0.842609,0.842609]
area_under_roc_curve
0.845856 [0.845856,0.845856]
area_under_roc_curve
0.876538 [0.876538,0.876538]
area_under_roc_curve
0.868685 [0.868685,0.868685]
area_under_roc_curve
0.870045 [0.870045,0.870045]
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
build_cpu_time
0.009
build_cpu_time
0.007
build_cpu_time
0.006
build_cpu_time
0.007
build_cpu_time
0.006
build_cpu_time
0.007
build_cpu_time
0.006
build_cpu_time
0.006
build_cpu_time
0.006
build_cpu_time
0.006
build_memory
778351672
build_memory
778351672
build_memory
787488952
build_memory
787488952
build_memory
787488952
build_memory
778351672
build_memory
787488952
build_memory
787488952
build_memory
787488952
build_memory
787488952
f_measure
0.875749 [0.869301,0.880886]
f_measure
0.872865 [0.865854,0.878453]
f_measure
0.841014 [0.834835,0.845938]
f_measure
0.849732 [0.842424,0.855556]
f_measure
0.846751 [0.841791,0.850704]
f_measure
0.835041 [0.831858,0.837607]
f_measure
0.837899 [0.835294,0.84]
f_measure
0.869861 [0.865672,0.873239]
f_measure
0.861115 [0.857988,0.863636]
f_measure
0.864112 [0.858859,0.868347]
kappa
0.751295
kappa
0.745345
kappa
0.682719
kappa
0.699437
kappa
0.694655
kappa
0.672113
kappa
0.678064
kappa
0.740502
kappa
0.723715
kappa
0.728633
kb_relative_information_score
257.306072
kb_relative_information_score
255.27082
kb_relative_information_score
232.883054
kb_relative_information_score
238.988808
kb_relative_information_score
236.953557
kb_relative_information_score
229.133525
kb_relative_information_score
231.168776
kb_relative_information_score
253.556543
kb_relative_information_score
247.450789
kb_relative_information_score
249.48604
mean_absolute_error
0.124638
mean_absolute_error
0.127536
mean_absolute_error
0.15942
mean_absolute_error
0.150725
mean_absolute_error
0.153623
mean_absolute_error
0.165217
mean_absolute_error
0.162319
mean_absolute_error
0.130435
mean_absolute_error
0.13913
mean_absolute_error
0.136232
mean_prior_absolute_error
0.493792
mean_prior_absolute_error
0.493792
mean_prior_absolute_error
0.493792
mean_prior_absolute_error
0.493792
mean_prior_absolute_error
0.493792
mean_prior_absolute_error
0.494111
mean_prior_absolute_error
0.494111
mean_prior_absolute_error
0.494111
mean_prior_absolute_error
0.494111
mean_prior_absolute_error
0.494111
number_of_instances
345 [153,192]
number_of_instances
345 [153,192]
number_of_instances
345 [153,192]
number_of_instances
345 [153,192]
number_of_instances
345 [153,192]
number_of_instances
345 [154,191]
number_of_instances
345 [154,191]
number_of_instances
345 [154,191]
number_of_instances
345 [154,191]
number_of_instances
345 [154,191]
precision
0.883918 [0.8125,0.940828]
precision
0.880362 [0.811429,0.935294]
precision
0.851765 [0.772222,0.915152]
precision
0.858413 [0.785311,0.916667]
precision
0.859125 [0.774725,0.92638]
precision
0.848853 [0.762162,0.91875]
precision
0.852623 [0.763441,0.924528]
precision
0.880836 [0.801105,0.945122]
precision
0.87444 [0.788043,0.944099]
precision
0.87354 [0.798883,0.933735]
predictive_accuracy
0.875362
predictive_accuracy
0.872464
predictive_accuracy
0.84058
predictive_accuracy
0.849275
predictive_accuracy
0.846377
predictive_accuracy
0.834783
predictive_accuracy
0.837681
predictive_accuracy
0.869565
predictive_accuracy
0.86087
predictive_accuracy
0.863768
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
recall
0.875362 [0.934641,0.828125]
recall
0.872464 [0.928105,0.828125]
recall
0.84058 [0.908497,0.786458]
recall
0.849275 [0.908497,0.802083]
recall
0.846377 [0.921569,0.786458]
recall
0.834783 [0.915584,0.769634]
recall
0.837681 [0.922078,0.769634]
recall
0.869565 [0.941558,0.811518]
recall
0.86087 [0.941558,0.795812]
recall
0.863768 [0.928571,0.811518]
relative_absolute_error
0.252409
relative_absolute_error
0.258279
relative_absolute_error
0.322849
relative_absolute_error
0.305239
relative_absolute_error
0.311109
relative_absolute_error
0.334373
relative_absolute_error
0.328507
relative_absolute_error
0.263979
relative_absolute_error
0.281577
relative_absolute_error
0.275711
root_mean_prior_squared_error
0.496798
root_mean_prior_squared_error
0.496798
root_mean_prior_squared_error
0.496798
root_mean_prior_squared_error
0.496798
root_mean_prior_squared_error
0.496798
root_mean_prior_squared_error
0.497118
root_mean_prior_squared_error
0.497118
root_mean_prior_squared_error
0.497118
root_mean_prior_squared_error
0.497118
root_mean_prior_squared_error
0.497118
root_mean_squared_error
0.353041
root_mean_squared_error
0.357122
root_mean_squared_error
0.399275
root_mean_squared_error
0.388233
root_mean_squared_error
0.391948
root_mean_squared_error
0.406469
root_mean_squared_error
0.402888
root_mean_squared_error
0.361158
root_mean_squared_error
0.373002
root_mean_squared_error
0.369096
root_relative_squared_error
0.710633
root_relative_squared_error
0.718848
root_relative_squared_error
0.803697
root_relative_squared_error
0.781471
root_relative_squared_error
0.788949
root_relative_squared_error
0.817652
root_relative_squared_error
0.810448
root_relative_squared_error
0.726503
root_relative_squared_error
0.750329
root_relative_squared_error
0.742472
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