470276
2
Joaquin Vanschoren
1793
Supervised Classification
predictive_accuracy
1168
weka.BayesNet_K2(6)
1921
weka.classifiers.bayes.BayesNet -- -D -Q weka.classifiers.bayes.net.search.local.K2 -- -P 1 -S BAYES -E weka.classifiers.bayes.net.estimate.SimpleEstimator -- -A 0.5
D
true
1168
Q
weka.classifiers.bayes.net.search.local.K2
1168
P
1
1169
S
BAYES
1169
weka
weka_3.7.12
29
credit-approval
https://www.openml.org/data/download/29/dataset_29_credit-a.arff
-1
1655332
description
https://api.openml.org/data/download/1655332/weka_generated_run3509242947847891040.xml
-1
1655335
model_readable
https://api.openml.org/data/download/1655335/WekaModel_weka.classifiers.bayes.BayesNet2513017544074447615.model
-1
1655334
model_serialized
https://api.openml.org/data/download/1655334/WekaSerialized_weka.classifiers.bayes.BayesNet210911919209618000.model
-1
1655333
predictions
https://api.openml.org/data/download/1655333/weka_generated_predictions5200333178170907826.arff
area_under_roc_curve
0.916035 [0.916035,0.916035]
average_cost
0
f_measure
0.857001 [0.833953,0.875476]
kappa
0.709747
kb_relative_information_score
2304.567328
mean_absolute_error
0.167992
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
0.858205 [0.867089,0.851085]
predictive_accuracy
0.857681
prior_entropy
0.991282
recall
0.857681 [0.803257,0.901305]
relative_absolute_error
0.340099
root_mean_prior_squared_error
0.496958
root_mean_squared_error
0.339173
root_relative_squared_error
0.682498
scimark_benchmark
941.667529 [555.4906311231572, 1011.2594872886406, 475.31735608978465, 907.3866581455474, 1758.8835103978397]
total_cost
0
usercpu_time_millis
0
usercpu_time_millis_testing
0
usercpu_time_millis_training
0
area_under_roc_curve
0.924054 [0.924054,0.924054]
area_under_roc_curve
0.923645 [0.923645,0.923645]
area_under_roc_curve
0.899459 [0.899459,0.899459]
area_under_roc_curve
0.90288 [0.90288,0.90288]
area_under_roc_curve
0.91282 [0.91282,0.91282]
area_under_roc_curve
0.908921 [0.908921,0.908921]
area_under_roc_curve
0.91108 [0.91108,0.91108]
area_under_roc_curve
0.924917 [0.924917,0.924917]
area_under_roc_curve
0.936204 [0.936204,0.936204]
area_under_roc_curve
0.933229 [0.933229,0.933229]
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
f_measure
0.859449 [0.832168,0.881188]
f_measure
0.848313 [0.821918,0.869347]
f_measure
0.836645 [0.808219,0.859296]
f_measure
0.854311 [0.829932,0.873737]
f_measure
0.846324 [0.82623,0.862338]
f_measure
0.852126 [0.833876,0.866841]
f_measure
0.872183 [0.854305,0.886598]
f_measure
0.857329 [0.835017,0.875318]
f_measure
0.874921 [0.856187,0.890026]
f_measure
0.86781 [0.840989,0.889435]
kappa
0.714345
kappa
0.691784
kappa
0.668075
kappa
0.704035
kappa
0.68857
kappa
0.700719
kappa
0.740982
kappa
0.710635
kappa
0.746389
kappa
0.731879
kb_relative_information_score
231.449898
kb_relative_information_score
230.449374
kb_relative_information_score
222.321095
kb_relative_information_score
226.045124
kb_relative_information_score
227.441551
kb_relative_information_score
224.809978
kb_relative_information_score
236.741677
kb_relative_information_score
229.381097
kb_relative_information_score
236.422057
kb_relative_information_score
239.505477
mean_absolute_error
0.16625
mean_absolute_error
0.166392
mean_absolute_error
0.178027
mean_absolute_error
0.17399
mean_absolute_error
0.171353
mean_absolute_error
0.176707
mean_absolute_error
0.160029
mean_absolute_error
0.170852
mean_absolute_error
0.160519
mean_absolute_error
0.155805
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
0.850229 [0.863309,0.839806]
precision
0.838445 [0.848921,0.830097]
precision
0.855671 [0.865248,0.848039]
precision
0.846287 [0.828947,0.860104]
precision
0.852093 [0.836601,0.864583]
precision
0.872438 [0.871622,0.873096]
precision
0.85847 [0.867133,0.851485]
precision
0.875695 [0.882759,0.87]
precision
0.87569 [0.922481,0.837963]
predictive_accuracy
0.86087
predictive_accuracy
0.849275
predictive_accuracy
0.837681
predictive_accuracy
0.855072
predictive_accuracy
0.846377
predictive_accuracy
0.852174
predictive_accuracy
0.872464
predictive_accuracy
0.857971
predictive_accuracy
0.875362
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
0.849275 [0.784314,0.901042]
recall
0.837681 [0.771242,0.890625]
recall
0.855072 [0.797386,0.901042]
recall
0.846377 [0.823529,0.864583]
recall
0.852174 [0.831169,0.86911]
recall
0.872464 [0.837662,0.900524]
recall
0.857971 [0.805195,0.900524]
recall
0.875362 [0.831169,0.910995]
recall
0.869565 [0.772727,0.947644]
relative_absolute_error
0.33668
relative_absolute_error
0.336968
relative_absolute_error
0.360529
relative_absolute_error
0.352354
relative_absolute_error
0.347015
relative_absolute_error
0.357626
relative_absolute_error
0.323874
relative_absolute_error
0.345777
relative_absolute_error
0.324865
relative_absolute_error
0.315324
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
0.333154
root_mean_squared_error
0.338903
root_mean_squared_error
0.363529
root_mean_squared_error
0.353751
root_mean_squared_error
0.350228
root_mean_squared_error
0.352744
root_mean_squared_error
0.330423
root_mean_squared_error
0.331749
root_mean_squared_error
0.313465
root_mean_squared_error
0.320402
root_relative_squared_error
0.670603
root_relative_squared_error
0.682176
root_relative_squared_error
0.731745
root_relative_squared_error
0.712063
root_relative_squared_error
0.704971
root_relative_squared_error
0.709579
root_relative_squared_error
0.664678
root_relative_squared_error
0.667344
root_relative_squared_error
0.630564
root_relative_squared_error
0.64452
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
usercpu_time_millis
0
usercpu_time_millis
10
usercpu_time_millis
0
usercpu_time_millis
10
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
10
usercpu_time_millis
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
10
usercpu_time_millis_testing
0
usercpu_time_millis_training
0
usercpu_time_millis_training
10
usercpu_time_millis_training
0
usercpu_time_millis_training
10
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0