81326
2
Joaquin Vanschoren
1793
Supervised Classification
predictive_accuracy
378
weka.Bagging_REPTree(3)
819
weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 40 -W weka.classifiers.trees.REPTree -- -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0
I
40
378
P
100
378
S
1
378
W
weka.classifiers.trees.REPTree
378
num-slots
1
378
I
0.0
379
L
-1
379
M
2
379
N
3
379
S
1
379
V
0.001
379
29
credit-approval
https://www.openml.org/data/download/29/dataset_29_credit-a.arff
-1
239307
description
https://api.openml.org/data/download/239307/weka_generated_run3392017511372269525.xml
-1
239310
model_readable
https://api.openml.org/data/download/239310/WekaModel_weka.classifiers.meta.Bagging5066787178998303938.model
-1
239309
model_serialized
https://api.openml.org/data/download/239309/WekaSerialized_weka.classifiers.meta.Bagging2577435065465203950.model
-1
239308
predictions
https://api.openml.org/data/download/239308/weka_generated_predictions5351492790136817342.arff
area_under_roc_curve
0.907724 [0.907724,0.907724]
average_cost
0
build_cpu_time
0.0866
build_memory
1644419377.6
f_measure
0.852022 [0.840796,0.861021]
kappa
0.702352
kb_relative_information_score
2047.567836
mean_absolute_error
0.214435
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
0.855499 [0.804283,0.896552]
predictive_accuracy
0.851594
prior_entropy
0.991282
recall
0.851594 [0.880782,0.828198]
relative_absolute_error
0.434122
root_mean_prior_squared_error
0.496958
root_mean_squared_error
0.333866
root_relative_squared_error
0.67182
scimark_benchmark
919.295235 [563.7493804172171, 1015.7907504114269, 484.32202786481093, 907.7008274280431, 1624.9131907636126]
total_cost
0
area_under_roc_curve
0.935304 [0.935304,0.935304]
area_under_roc_curve
0.915714 [0.915714,0.915714]
area_under_roc_curve
0.896735 [0.896735,0.896735]
area_under_roc_curve
0.907714 [0.907714,0.907714]
area_under_roc_curve
0.901093 [0.901093,0.901093]
area_under_roc_curve
0.873683 [0.873683,0.873683]
area_under_roc_curve
0.903668 [0.903668,0.903668]
area_under_roc_curve
0.938074 [0.938074,0.938074]
area_under_roc_curve
0.936408 [0.936408,0.936408]
area_under_roc_curve
0.908751 [0.908751,0.908751]
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
0.098
build_cpu_time
0.095
build_cpu_time
0.088
build_cpu_time
0.093
build_cpu_time
0.057
build_cpu_time
0.086
build_cpu_time
0.086
build_cpu_time
0.097
build_cpu_time
0.104
build_cpu_time
0.062
build_memory
1707843760
build_memory
1798287528
build_memory
1888731696
build_memory
1997522800
build_memory
1171029496
build_memory
1762110776
build_memory
1852554256
build_memory
1943000952
build_memory
1114186464
build_memory
1208926048
f_measure
0.857301 [0.833898,0.875949]
f_measure
0.84028 [0.817276,0.858612]
f_measure
0.846853 [0.838906,0.853186]
f_measure
0.846844 [0.834891,0.856369]
f_measure
0.846844 [0.834891,0.856369]
f_measure
0.840982 [0.834835,0.845938]
f_measure
0.840829 [0.837758,0.843305]
f_measure
0.8815 [0.873846,0.887671]
f_measure
0.864077 [0.859701,0.867606]
f_measure
0.852489 [0.839117,0.863271]
kappa
0.710149
kappa
0.675957
kappa
0.693457
kappa
0.691845
kappa
0.691845
kappa
0.682443
kappa
0.683618
kappa
0.762097
kappa
0.728969
kappa
0.702591
kb_relative_information_score
203.113221
kb_relative_information_score
205.134069
kb_relative_information_score
205.527643
kb_relative_information_score
203.189144
kb_relative_information_score
206.293854
kb_relative_information_score
199.703547
kb_relative_information_score
203.60325
kb_relative_information_score
209.756262
kb_relative_information_score
208.273775
kb_relative_information_score
202.97307
mean_absolute_error
0.218296
mean_absolute_error
0.211929
mean_absolute_error
0.212021
mean_absolute_error
0.215366
mean_absolute_error
0.210611
mean_absolute_error
0.220258
mean_absolute_error
0.214804
mean_absolute_error
0.211029
mean_absolute_error
0.212739
mean_absolute_error
0.2173
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
0.858417 [0.866197,0.852217]
precision
0.840339 [0.831081,0.847716]
precision
0.854854 [0.784091,0.911243]
precision
0.850509 [0.797619,0.892655]
precision
0.850509 [0.797619,0.892655]
precision
0.850225 [0.776536,0.909639]
precision
0.854726 [0.767568,0.925]
precision
0.886118 [0.830409,0.931034]
precision
0.874994 [0.79558,0.939024]
precision
0.853965 [0.815951,0.884615]
predictive_accuracy
0.857971
predictive_accuracy
0.84058
predictive_accuracy
0.846377
predictive_accuracy
0.846377
predictive_accuracy
0.846377
predictive_accuracy
0.84058
predictive_accuracy
0.84058
predictive_accuracy
0.881159
predictive_accuracy
0.863768
predictive_accuracy
0.852174
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
0.857971 [0.803922,0.901042]
recall
0.84058 [0.803922,0.869792]
recall
0.846377 [0.901961,0.802083]
recall
0.846377 [0.875817,0.822917]
recall
0.846377 [0.875817,0.822917]
recall
0.84058 [0.902597,0.790576]
recall
0.84058 [0.922078,0.774869]
recall
0.881159 [0.922078,0.848168]
recall
0.863768 [0.935065,0.806283]
recall
0.852174 [0.863636,0.842932]
relative_absolute_error
0.442081
relative_absolute_error
0.429186
relative_absolute_error
0.429373
relative_absolute_error
0.436146
relative_absolute_error
0.426518
relative_absolute_error
0.445766
relative_absolute_error
0.434728
relative_absolute_error
0.427089
relative_absolute_error
0.430549
relative_absolute_error
0.43978
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
0.318287
root_mean_squared_error
0.333028
root_mean_squared_error
0.342341
root_mean_squared_error
0.336576
root_mean_squared_error
0.340313
root_mean_squared_error
0.364233
root_mean_squared_error
0.346593
root_mean_squared_error
0.306919
root_mean_squared_error
0.313399
root_mean_squared_error
0.333091
root_relative_squared_error
0.640678
root_relative_squared_error
0.670349
root_relative_squared_error
0.689096
root_relative_squared_error
0.677491
root_relative_squared_error
0.685013
root_relative_squared_error
0.732688
root_relative_squared_error
0.697204
root_relative_squared_error
0.617396
root_relative_squared_error
0.630432
root_relative_squared_error
0.670045
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