32946
2
Joaquin Vanschoren
1793
Supervised Classification
predictive_accuracy
524
weka.Bagging_JRip(2)
772
weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 160 -W weka.classifiers.rules.JRip -- -F 3 -N 2.0 -O 2 -S 1
I
160
524
P
100
524
S
1
524
W
weka.classifiers.rules.JRip
524
num-slots
1
524
F
3
390
N
2.0
390
O
2
390
S
1
390
29
credit-approval
https://www.openml.org/data/download/29/dataset_29_credit-a.arff
-1
82519
description
https://api.openml.org/data/download/82519/weka_generated_run8673409947973054605.xml
-1
82522
model_readable
https://api.openml.org/data/download/82522/WekaModel_weka.classifiers.meta.Bagging5613774116932954715.model
-1
82521
model_serialized
https://api.openml.org/data/download/82521/WekaSerialized_weka.classifiers.meta.Bagging4492464721637577014.model
-1
82520
predictions
https://api.openml.org/data/download/82520/weka_generated_predictions6379651034838542332.arff
area_under_roc_curve
0.928703 [0.928703,0.928703]
average_cost
0
build_cpu_time
1.8121
build_memory
467318132.8
f_measure
0.864538 [0.85,0.87619]
kappa
0.726249
kb_relative_information_score
2134.703649
mean_absolute_error
0.201835
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
0.865092 [0.836593,0.887936]
predictive_accuracy
0.864348
prior_entropy
0.991282
recall
0.864348 [0.863844,0.864752]
relative_absolute_error
0.408613
root_mean_prior_squared_error
0.496958
root_mean_squared_error
0.313051
root_relative_squared_error
0.629935
scimark_benchmark
945.495392 [563.5672451942526, 1014.4538012229739, 482.7975877024999, 905.506050870866, 1761.152276377127]
total_cost
0
area_under_roc_curve
0.946929 [0.946929,0.946929]
area_under_roc_curve
0.941959 [0.941959,0.941959]
area_under_roc_curve
0.912837 [0.912837,0.912837]
area_under_roc_curve
0.927713 [0.927713,0.927713]
area_under_roc_curve
0.925245 [0.925245,0.925245]
area_under_roc_curve
0.919732 [0.919732,0.919732]
area_under_roc_curve
0.922707 [0.922707,0.922707]
area_under_roc_curve
0.953458 [0.953458,0.953458]
area_under_roc_curve
0.939723 [0.939723,0.939723]
area_under_roc_curve
0.938176 [0.938176,0.938176]
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
2.214
build_cpu_time
1.935
build_cpu_time
1.641
build_cpu_time
1.641
build_cpu_time
1.67
build_cpu_time
1.861
build_cpu_time
1.682
build_cpu_time
1.838
build_cpu_time
1.853
build_cpu_time
1.786
build_memory
478014880
build_memory
514255056
build_memory
401209464
build_memory
462050680
build_memory
487804880
build_memory
485796280
build_memory
415459576
build_memory
446621040
build_memory
453656400
build_memory
528313072
f_measure
0.872375 [0.855263,0.88601]
f_measure
0.878406 [0.864516,0.889474]
f_measure
0.849528 [0.833333,0.862434]
f_measure
0.863722 [0.845902,0.877922]
f_measure
0.849592 [0.834395,0.861702]
f_measure
0.832288 [0.826347,0.837079]
f_measure
0.861025 [0.846154,0.873016]
f_measure
0.881321 [0.86901,0.891247]
f_measure
0.878333 [0.864516,0.889474]
f_measure
0.87818 [0.862745,0.890625]
kappa
0.741282
kappa
0.754023
kappa
0.69586
kappa
0.723826
kappa
0.696262
kappa
0.665329
kappa
0.719208
kappa
0.760307
kappa
0.753998
kappa
0.753378
kb_relative_information_score
212.785801
kb_relative_information_score
217.255568
kb_relative_information_score
210.85802
kb_relative_information_score
211.583988
kb_relative_information_score
214.532343
kb_relative_information_score
206.850389
kb_relative_information_score
214.525636
kb_relative_information_score
217.328585
kb_relative_information_score
215.63622
kb_relative_information_score
213.347097
mean_absolute_error
0.204348
mean_absolute_error
0.198756
mean_absolute_error
0.20277
mean_absolute_error
0.204192
mean_absolute_error
0.196494
mean_absolute_error
0.207335
mean_absolute_error
0.198924
mean_absolute_error
0.200252
mean_absolute_error
0.200916
mean_absolute_error
0.204364
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
0.872345 [0.860927,0.881443]
precision
0.878788 [0.853503,0.898936]
precision
0.850297 [0.81761,0.876344]
precision
0.86369 [0.848684,0.875648]
precision
0.850824 [0.813665,0.880435]
precision
0.842161 [0.766667,0.90303]
precision
0.861413 [0.835443,0.882353]
precision
0.881853 [0.855346,0.903226]
precision
0.878465 [0.858974,0.89418]
precision
0.878159 [0.868421,0.88601]
predictive_accuracy
0.872464
predictive_accuracy
0.878261
predictive_accuracy
0.849275
predictive_accuracy
0.863768
predictive_accuracy
0.849275
predictive_accuracy
0.831884
predictive_accuracy
0.86087
predictive_accuracy
0.881159
predictive_accuracy
0.878261
predictive_accuracy
0.878261
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
0.872464 [0.849673,0.890625]
recall
0.878261 [0.875817,0.880208]
recall
0.849275 [0.849673,0.848958]
recall
0.863768 [0.843137,0.880208]
recall
0.849275 [0.856209,0.84375]
recall
0.831884 [0.896104,0.780105]
recall
0.86087 [0.857143,0.863874]
recall
0.881159 [0.883117,0.879581]
recall
0.878261 [0.87013,0.884817]
recall
0.878261 [0.857143,0.895288]
relative_absolute_error
0.413834
relative_absolute_error
0.402509
relative_absolute_error
0.410637
relative_absolute_error
0.413518
relative_absolute_error
0.397929
relative_absolute_error
0.419612
relative_absolute_error
0.402591
relative_absolute_error
0.405278
relative_absolute_error
0.406622
relative_absolute_error
0.413599
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
0.299552
root_mean_squared_error
0.296228
root_mean_squared_error
0.333604
root_mean_squared_error
0.318605
root_mean_squared_error
0.327725
root_mean_squared_error
0.336941
root_mean_squared_error
0.32446
root_mean_squared_error
0.286877
root_mean_squared_error
0.301174
root_mean_squared_error
0.300857
root_relative_squared_error
0.602966
root_relative_squared_error
0.596276
root_relative_squared_error
0.671509
root_relative_squared_error
0.641317
root_relative_squared_error
0.659675
root_relative_squared_error
0.677788
root_relative_squared_error
0.652682
root_relative_squared_error
0.57708
root_relative_squared_error
0.60584
root_relative_squared_error
0.605202
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