50304
2
Joaquin Vanschoren
1793
Supervised Classification
predictive_accuracy
527
weka.Bagging_LMT(2)
784
weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 80 -W weka.classifiers.trees.LMT -- -I -1 -M 15 -W 0.0
I
80
527
P
100
527
S
1
527
W
weka.classifiers.trees.LMT
527
num-slots
1
527
I
-1
412
M
15
412
W
0.0
412
29
credit-approval
https://www.openml.org/data/download/29/dataset_29_credit-a.arff
-1
131920
description
https://api.openml.org/data/download/131920/weka_generated_run8587225287099531251.xml
-1
131923
model_readable
https://api.openml.org/data/download/131923/WekaModel_weka.classifiers.meta.Bagging651707573380994861.model
-1
131922
model_serialized
https://api.openml.org/data/download/131922/WekaSerialized_weka.classifiers.meta.Bagging1797633340710839035.model
-1
131921
predictions
https://api.openml.org/data/download/131921/weka_generated_predictions2568173162308780119.arff
area_under_roc_curve
0.916417 [0.916417,0.916417]
average_cost
0
build_cpu_time
25.8876
build_memory
121545020.8
f_measure
0.850584 [0.833763,0.864067]
kappa
0.69786
kb_relative_information_score
2157.248353
mean_absolute_error
0.192983
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
0.850899 [0.824729,0.871877]
predictive_accuracy
0.850435
prior_entropy
0.991282
recall
0.850435 [0.842997,0.856397]
relative_absolute_error
0.390692
root_mean_prior_squared_error
0.496958
root_mean_squared_error
0.333134
root_relative_squared_error
0.670347
scimark_benchmark
943.863329 [557.6216842393322, 1014.9881711071126, 483.449727694041, 908.3298941433044, 1754.9271701211055]
total_cost
0
area_under_roc_curve
0.928036 [0.928036,0.928036]
area_under_roc_curve
0.926675 [0.926675,0.926675]
area_under_roc_curve
0.904344 [0.904344,0.904344]
area_under_roc_curve
0.919373 [0.919373,0.919373]
area_under_roc_curve
0.905739 [0.905739,0.905739]
area_under_roc_curve
0.88825 [0.88825,0.88825]
area_under_roc_curve
0.913987 [0.913987,0.913987]
area_under_roc_curve
0.936051 [0.936051,0.936051]
area_under_roc_curve
0.929625 [0.929625,0.929625]
area_under_roc_curve
0.926124 [0.926124,0.926124]
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
27.151
build_cpu_time
27.198
build_cpu_time
24.583
build_cpu_time
25.051
build_cpu_time
25.405
build_cpu_time
24.478
build_cpu_time
24.204
build_cpu_time
29.028
build_cpu_time
24.97
build_cpu_time
26.808
build_memory
246792472
build_memory
58214304
build_memory
92718544
build_memory
99003160
build_memory
51076768
build_memory
271902336
build_memory
113726632
build_memory
114914128
build_memory
124055936
build_memory
43045928
f_measure
0.848642 [0.824324,0.86802]
f_measure
0.863622 [0.844884,0.878553]
f_measure
0.84937 [0.831169,0.863874]
f_measure
0.86087 [0.843137,0.875]
f_measure
0.843862 [0.829114,0.855615]
f_measure
0.82656 [0.813665,0.836957]
f_measure
0.846781 [0.834891,0.856369]
f_measure
0.86381 [0.847896,0.87664]
f_measure
0.864127 [0.853583,0.872629]
f_measure
0.837324 [0.81457,0.85567]
kappa
0.692608
kappa
0.723459
kappa
0.695054
kappa
0.718137
kappa
0.684995
kappa
0.651198
kappa
0.691699
kappa
0.724539
kappa
0.726601
kappa
0.670341
kb_relative_information_score
217.015175
kb_relative_information_score
214.948704
kb_relative_information_score
214.961519
kb_relative_information_score
221.342727
kb_relative_information_score
214.079924
kb_relative_information_score
203.003294
kb_relative_information_score
219.336399
kb_relative_information_score
213.76266
kb_relative_information_score
224.092725
kb_relative_information_score
214.705226
mean_absolute_error
0.190764
mean_absolute_error
0.195547
mean_absolute_error
0.193288
mean_absolute_error
0.184852
mean_absolute_error
0.192819
mean_absolute_error
0.210077
mean_absolute_error
0.187043
mean_absolute_error
0.19882
mean_absolute_error
0.183109
mean_absolute_error
0.193512
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
0.849467 [0.853147,0.846535]
precision
0.863608 [0.853333,0.871795]
precision
0.849522 [0.825806,0.868421]
precision
0.86087 [0.843137,0.875]
precision
0.845665 [0.803681,0.879121]
precision
0.829751 [0.779762,0.870056]
precision
0.849589 [0.802395,0.88764]
precision
0.863866 [0.845161,0.878947]
precision
0.866938 [0.820359,0.904494]
precision
0.83748 [0.831081,0.84264]
predictive_accuracy
0.849275
predictive_accuracy
0.863768
predictive_accuracy
0.849275
predictive_accuracy
0.86087
predictive_accuracy
0.843478
predictive_accuracy
0.826087
predictive_accuracy
0.846377
predictive_accuracy
0.863768
predictive_accuracy
0.863768
predictive_accuracy
0.837681
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
0.849275 [0.797386,0.890625]
recall
0.863768 [0.836601,0.885417]
recall
0.849275 [0.836601,0.859375]
recall
0.86087 [0.843137,0.875]
recall
0.843478 [0.856209,0.833333]
recall
0.826087 [0.850649,0.806283]
recall
0.846377 [0.87013,0.827225]
recall
0.863768 [0.850649,0.874346]
recall
0.863768 [0.88961,0.842932]
recall
0.837681 [0.798701,0.86911]
relative_absolute_error
0.386324
relative_absolute_error
0.39601
relative_absolute_error
0.391437
relative_absolute_error
0.374351
relative_absolute_error
0.390486
relative_absolute_error
0.425161
relative_absolute_error
0.378545
relative_absolute_error
0.40238
relative_absolute_error
0.370582
relative_absolute_error
0.391636
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
0.324993
root_mean_squared_error
0.321191
root_mean_squared_error
0.344673
root_mean_squared_error
0.328855
root_mean_squared_error
0.350469
root_mean_squared_error
0.367024
root_mean_squared_error
0.334328
root_mean_squared_error
0.313075
root_mean_squared_error
0.311042
root_mean_squared_error
0.331636
root_relative_squared_error
0.654175
root_relative_squared_error
0.646522
root_relative_squared_error
0.69379
root_relative_squared_error
0.66195
root_relative_squared_error
0.705456
root_relative_squared_error
0.738303
root_relative_squared_error
0.672533
root_relative_squared_error
0.62978
root_relative_squared_error
0.625691
root_relative_squared_error
0.667118
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