86113
2
Joaquin Vanschoren
1793
Supervised Classification
predictive_accuracy
534
weka.Bagging_SMO_PolyKernel(2)
826
weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 10 -W weka.classifiers.functions.SMO -- -C 1.0 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.PolyKernel -E 1.0 -C 250007"
I
10
534
P
100
534
S
1
534
W
weka.classifiers.functions.SMO
534
num-slots
1
534
C
1.0
424
L
0.001
424
N
0
424
P
1.0E-12
424
V
-1
424
W
1
424
29
credit-approval
https://www.openml.org/data/download/29/dataset_29_credit-a.arff
-1
258277
description
https://api.openml.org/data/download/258277/weka_generated_run1295556263334707562.xml
-1
258280
model_readable
https://api.openml.org/data/download/258280/WekaModel_weka.classifiers.meta.Bagging8733096038863264629.model
-1
258279
model_serialized
https://api.openml.org/data/download/258279/WekaSerialized_weka.classifiers.meta.Bagging1855559107423043676.model
-1
258278
predictions
https://api.openml.org/data/download/258278/weka_generated_predictions3932330714916816680.arff
area_under_roc_curve
0.892882 [0.892882,0.892882]
average_cost
0
build_cpu_time
0.4396
build_memory
567309613.6
f_measure
0.849733 [0.840881,0.856828]
kappa
0.698705
kb_relative_information_score
2338.768914
mean_absolute_error
0.159942
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
0.855783 [0.792845,0.906232]
predictive_accuracy
0.849275
prior_entropy
0.991282
recall
0.849275 [0.895114,0.812533]
relative_absolute_error
0.323801
root_mean_prior_squared_error
0.496958
root_mean_squared_error
0.355903
root_relative_squared_error
0.716163
scimark_benchmark
935.735381 [546.2701526091348, 997.1306614464737, 480.85168147774846, 898.3687510012069, 1756.0556588021248]
total_cost
0
area_under_roc_curve
0.92499 [0.92499,0.92499]
area_under_roc_curve
0.890846 [0.890846,0.890846]
area_under_roc_curve
0.88191 [0.88191,0.88191]
area_under_roc_curve
0.909382 [0.909382,0.909382]
area_under_roc_curve
0.893893 [0.893893,0.893893]
area_under_roc_curve
0.858554 [0.858554,0.858554]
area_under_roc_curve
0.873666 [0.873666,0.873666]
area_under_roc_curve
0.917097 [0.917097,0.917097]
area_under_roc_curve
0.899929 [0.899929,0.899929]
area_under_roc_curve
0.888064 [0.888064,0.888064]
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
0.308
build_cpu_time
0.417
build_cpu_time
0.398
build_cpu_time
0.267
build_cpu_time
0.28
build_cpu_time
0.322
build_cpu_time
0.62
build_cpu_time
0.372
build_cpu_time
0.844
build_cpu_time
0.568
build_memory
681064816
build_memory
195246768
build_memory
546913864
build_memory
906496376
build_memory
460578224
build_memory
862234848
build_memory
371080320
build_memory
722747760
build_memory
283966280
build_memory
642766880
f_measure
0.866667 [0.849673,0.880208]
f_measure
0.835096 [0.817891,0.848806]
f_measure
0.835312 [0.824615,0.843836]
f_measure
0.867081 [0.857143,0.875]
f_measure
0.838173 [0.830303,0.844444]
f_measure
0.82657 [0.818182,0.833333]
f_measure
0.834966 [0.832845,0.836676]
f_measure
0.878519 [0.875,0.881356]
f_measure
0.866846 [0.864706,0.868571]
f_measure
0.846817 [0.836923,0.854795]
kappa
0.729882
kappa
0.666836
kappa
0.669457
kappa
0.73272
kappa
0.676317
kappa
0.652929
kappa
0.672517
kappa
0.757951
kappa
0.735553
kappa
0.692467
kb_relative_information_score
243.182102
kb_relative_information_score
230.446888
kb_relative_information_score
229.19633
kb_relative_information_score
240.271293
kb_relative_information_score
231.590525
kb_relative_information_score
220.767967
kb_relative_information_score
227.405786
kb_relative_information_score
251.148628
kb_relative_information_score
240.68911
kb_relative_information_score
224.070286
mean_absolute_error
0.147246
mean_absolute_error
0.164348
mean_absolute_error
0.165507
mean_absolute_error
0.151884
mean_absolute_error
0.162609
mean_absolute_error
0.178551
mean_absolute_error
0.168406
mean_absolute_error
0.135072
mean_absolute_error
0.151304
mean_absolute_error
0.174493
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
0.866667 [0.849673,0.880208]
precision
0.836099 [0.8,0.864865]
precision
0.840901 [0.77907,0.890173]
precision
0.871221 [0.816568,0.914773]
precision
0.846777 [0.774011,0.904762]
precision
0.833773 [0.767045,0.887574]
precision
0.850536 [0.759358,0.924051]
precision
0.890383 [0.807692,0.957055]
precision
0.882032 [0.790323,0.955975]
precision
0.851365 [0.795322,0.896552]
predictive_accuracy
0.866667
predictive_accuracy
0.834783
predictive_accuracy
0.834783
predictive_accuracy
0.866667
predictive_accuracy
0.837681
predictive_accuracy
0.826087
predictive_accuracy
0.834783
predictive_accuracy
0.878261
predictive_accuracy
0.866667
predictive_accuracy
0.846377
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
0.866667 [0.849673,0.880208]
recall
0.834783 [0.836601,0.833333]
recall
0.834783 [0.875817,0.802083]
recall
0.866667 [0.901961,0.838542]
recall
0.837681 [0.895425,0.791667]
recall
0.826087 [0.876623,0.78534]
recall
0.834783 [0.922078,0.764398]
recall
0.878261 [0.954545,0.816754]
recall
0.866667 [0.954545,0.795812]
recall
0.846377 [0.883117,0.816754]
relative_absolute_error
0.298195
relative_absolute_error
0.332828
relative_absolute_error
0.335176
relative_absolute_error
0.307587
relative_absolute_error
0.329306
relative_absolute_error
0.361358
relative_absolute_error
0.340826
relative_absolute_error
0.273365
relative_absolute_error
0.306215
relative_absolute_error
0.353145
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
0.319873
root_mean_squared_error
0.356757
root_mean_squared_error
0.369057
root_mean_squared_error
0.33371
root_mean_squared_error
0.359024
root_mean_squared_error
0.39002
root_mean_squared_error
0.387672
root_mean_squared_error
0.327396
root_mean_squared_error
0.344649
root_mean_squared_error
0.363637
root_relative_squared_error
0.64387
root_relative_squared_error
0.718113
root_relative_squared_error
0.742871
root_relative_squared_error
0.671722
root_relative_squared_error
0.722677
root_relative_squared_error
0.784563
root_relative_squared_error
0.77984
root_relative_squared_error
0.658589
root_relative_squared_error
0.693293
root_relative_squared_error
0.73149
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