75010
2
Joaquin Vanschoren
1793
Supervised Classification
predictive_accuracy
532
weka.Bagging_RandomForest(2)
808
weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 10 -W weka.classifiers.trees.RandomForest -- -I 100 -K 0 -S 1 -num-slots 1
I
10
532
P
100
532
S
1
532
W
weka.classifiers.trees.RandomForest
532
num-slots
1
532
I
100
391
K
0
391
S
1
391
num-slots
1
391
29
credit-approval
https://www.openml.org/data/download/29/dataset_29_credit-a.arff
-1
216088
description
https://api.openml.org/data/download/216088/weka_generated_run4460856539830381154.xml
-1
216091
model_readable
https://api.openml.org/data/download/216091/WekaModel_weka.classifiers.meta.Bagging6868104432808328291.model
-1
216090
model_serialized
https://api.openml.org/data/download/216090/WekaSerialized_weka.classifiers.meta.Bagging2338536788537358952.model
-1
216089
predictions
https://api.openml.org/data/download/216089/weka_generated_predictions22770258602513165.arff
area_under_roc_curve
0.921638 [0.921638,0.921638]
average_cost
0
build_cpu_time
0.6176
build_memory
1016182163.2
f_measure
0.85934 [0.84114,0.873928]
kappa
0.715075
kb_relative_information_score
1801.754883
mean_absolute_error
0.256098
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
0.859301 [0.84585,0.870083]
predictive_accuracy
0.85942
prior_entropy
0.991282
recall
0.85942 [0.836482,0.877807]
relative_absolute_error
0.518469
root_mean_prior_squared_error
0.496958
root_mean_squared_error
0.332712
root_relative_squared_error
0.669497
scimark_benchmark
926.972693 [559.5895355675501, 1008.3490290617938, 475.107003774767, 856.9597865066463, 1734.8581099187907]
total_cost
0
area_under_roc_curve
0.920479 [0.920479,0.920479]
area_under_roc_curve
0.923203 [0.923203,0.923203]
area_under_roc_curve
0.917756 [0.917756,0.917756]
area_under_roc_curve
0.921637 [0.921637,0.921637]
area_under_roc_curve
0.921194 [0.921194,0.921194]
area_under_roc_curve
0.906745 [0.906745,0.906745]
area_under_roc_curve
0.914089 [0.914089,0.914089]
area_under_roc_curve
0.948154 [0.948154,0.948154]
area_under_roc_curve
0.926498 [0.926498,0.926498]
area_under_roc_curve
0.932345 [0.932345,0.932345]
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
1.132
build_cpu_time
0.584
build_cpu_time
0.536
build_cpu_time
0.548
build_cpu_time
0.554
build_cpu_time
0.507
build_cpu_time
0.527
build_cpu_time
0.587
build_cpu_time
0.607
build_cpu_time
0.594
build_memory
835848768
build_memory
1407355752
build_memory
836852600
build_memory
1419740848
build_memory
948182960
build_memory
1104162256
build_memory
570744160
build_memory
1135127296
build_memory
672734512
build_memory
1231072480
f_measure
0.859449 [0.832168,0.881188]
f_measure
0.851627 [0.828283,0.870229]
f_measure
0.858176 [0.842444,0.870712]
f_measure
0.85758 [0.83612,0.87468]
f_measure
0.858241 [0.84345,0.870027]
f_measure
0.838149 [0.828221,0.846154]
f_measure
0.841 [0.82866,0.850949]
f_measure
0.889516 [0.873333,0.902564]
f_measure
0.869678 [0.855305,0.881266]
f_measure
0.868368 [0.844291,0.887781]
kappa
0.714345
kappa
0.698721
kappa
0.713217
kappa
0.710922
kappa
0.713596
kappa
0.675261
kappa
0.680065
kappa
0.77602
kappa
0.736592
kappa
0.732903
kb_relative_information_score
169.977641
kb_relative_information_score
170.111319
kb_relative_information_score
180.190127
kb_relative_information_score
178.934449
kb_relative_information_score
184.510477
kb_relative_information_score
177.484859
kb_relative_information_score
192.280692
kb_relative_information_score
187.912865
kb_relative_information_score
176.919189
kb_relative_information_score
183.433265
mean_absolute_error
0.270421
mean_absolute_error
0.272062
mean_absolute_error
0.255373
mean_absolute_error
0.257686
mean_absolute_error
0.248064
mean_absolute_error
0.257604
mean_absolute_error
0.235404
mean_absolute_error
0.248364
mean_absolute_error
0.263456
mean_absolute_error
0.252549
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
0.864065 [0.894737,0.839623]
precision
0.852263 [0.854167,0.850746]
precision
0.858743 [0.829114,0.882353]
precision
0.857907 [0.856164,0.859296]
precision
0.859219 [0.825,0.886486]
precision
0.843175 [0.784884,0.890173]
precision
0.843806 [0.796407,0.882022]
precision
0.890153 [0.89726,0.884422]
precision
0.869923 [0.847134,0.888298]
precision
0.872654 [0.903704,0.847619]
predictive_accuracy
0.86087
predictive_accuracy
0.852174
predictive_accuracy
0.857971
predictive_accuracy
0.857971
predictive_accuracy
0.857971
predictive_accuracy
0.837681
predictive_accuracy
0.84058
predictive_accuracy
0.889855
predictive_accuracy
0.869565
predictive_accuracy
0.869565
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
0.86087 [0.777778,0.927083]
recall
0.852174 [0.803922,0.890625]
recall
0.857971 [0.856209,0.859375]
recall
0.857971 [0.816993,0.890625]
recall
0.857971 [0.862745,0.854167]
recall
0.837681 [0.876623,0.806283]
recall
0.84058 [0.863636,0.82199]
recall
0.889855 [0.850649,0.921466]
recall
0.869565 [0.863636,0.874346]
recall
0.869565 [0.792208,0.931937]
relative_absolute_error
0.54764
relative_absolute_error
0.550965
relative_absolute_error
0.517167
relative_absolute_error
0.521851
relative_absolute_error
0.502366
relative_absolute_error
0.521348
relative_absolute_error
0.47642
relative_absolute_error
0.502648
relative_absolute_error
0.533193
relative_absolute_error
0.511118
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
0.342886
root_mean_squared_error
0.337722
root_mean_squared_error
0.336325
root_mean_squared_error
0.334486
root_mean_squared_error
0.333622
root_mean_squared_error
0.345516
root_mean_squared_error
0.330199
root_mean_squared_error
0.31066
root_mean_squared_error
0.329186
root_mean_squared_error
0.325207
root_relative_squared_error
0.690192
root_relative_squared_error
0.679798
root_relative_squared_error
0.676986
root_relative_squared_error
0.673284
root_relative_squared_error
0.671544
root_relative_squared_error
0.695039
root_relative_squared_error
0.664227
root_relative_squared_error
0.624922
root_relative_squared_error
0.66219
root_relative_squared_error
0.654185
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