370557
2
Joaquin Vanschoren
1822
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
60
waveform-5000
https://www.openml.org/data/download/60/dataset_60_waveform-5000.arff
-1
1286024
description
https://api.openml.org/data/download/1286024/weka_generated_run2933211323815745699.xml
-1
1286027
model_readable
https://api.openml.org/data/download/1286027/WekaModel_weka.classifiers.bayes.BayesNet1392777564130082700.model
-1
1286026
model_serialized
https://api.openml.org/data/download/1286026/WekaSerialized_weka.classifiers.bayes.BayesNet1154089707453842252.model
-1
1286025
predictions
https://api.openml.org/data/download/1286025/weka_generated_predictions2339524582909848845.arff
area_under_roc_curve
0.951491 [0.933614,0.961921,0.959351]
average_cost
0
f_measure
0.786049 [0.685875,0.837004,0.837568]
kappa
0.696847
kb_relative_information_score
18020.324671
mean_absolute_error
0.138183
mean_prior_absolute_error
0.444419
number_of_instances
25000 [8460,8265,8275]
os_information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
precision
0.828986 [0.965658,0.761683,0.75648]
predictive_accuracy
0.79756
prior_entropy
1.584879
recall
0.79756 [0.531797,0.928857,0.938127]
relative_absolute_error
0.31093
root_mean_prior_squared_error
0.471391
root_mean_squared_error
0.336595
root_relative_squared_error
0.714047
scimark_benchmark
1324.788431 [806.3987766376875, 952.5234830366809, 514.7372203605465, 1068.2314605032516, 3282.0512143347632]
total_cost
0
usercpu_time_millis
130
usercpu_time_millis_testing
50
usercpu_time_millis_training
80
area_under_roc_curve
0.954166 [0.934659,0.963978,0.96431]
area_under_roc_curve
0.9539 [0.935896,0.965618,0.960605]
area_under_roc_curve
0.955665 [0.939479,0.962536,0.965349]
area_under_roc_curve
0.953338 [0.934982,0.966246,0.959215]
area_under_roc_curve
0.951927 [0.936737,0.95959,0.959803]
area_under_roc_curve
0.95119 [0.935836,0.962965,0.955123]
area_under_roc_curve
0.946904 [0.927881,0.956471,0.956797]
area_under_roc_curve
0.948748 [0.928585,0.962916,0.955207]
area_under_roc_curve
0.949417 [0.932499,0.956756,0.959383]
area_under_roc_curve
0.951236 [0.931573,0.963108,0.959483]
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
0.794399 [0.696833,0.84303,0.845572]
f_measure
0.790901 [0.689446,0.84182,0.843767]
f_measure
0.797794 [0.708333,0.839803,0.847291]
f_measure
0.788025 [0.690799,0.84319,0.832332]
f_measure
0.788465 [0.698269,0.830939,0.838259]
f_measure
0.783459 [0.68659,0.834857,0.831155]
f_measure
0.77249 [0.667183,0.828305,0.824403]
f_measure
0.776423 [0.66563,0.835153,0.831031]
f_measure
0.780306 [0.673359,0.828415,0.8416]
f_measure
0.787669 [0.680523,0.844324,0.840627]
kappa
0.708268
kappa
0.70409
kappa
0.711242
kappa
0.698686
kappa
0.698082
kappa
0.692725
kappa
0.678368
kappa
0.685564
kappa
0.690343
kappa
0.701118
kb_relative_information_score
1829.894534
kb_relative_information_score
1819.524945
kb_relative_information_score
1839.895506
kb_relative_information_score
1812.397427
kb_relative_information_score
1801.447043
kb_relative_information_score
1784.631763
kb_relative_information_score
1765.416772
kb_relative_information_score
1772.187122
kb_relative_information_score
1788.23712
kb_relative_information_score
1806.692438
mean_absolute_error
0.13306
mean_absolute_error
0.134822
mean_absolute_error
0.130939
mean_absolute_error
0.135931
mean_absolute_error
0.13822
mean_absolute_error
0.141627
mean_absolute_error
0.144988
mean_absolute_error
0.143807
mean_absolute_error
0.141009
mean_absolute_error
0.137429
mean_prior_absolute_error
0.444419
mean_prior_absolute_error
0.444419
mean_prior_absolute_error
0.444419
mean_prior_absolute_error
0.444419
mean_prior_absolute_error
0.444419
mean_prior_absolute_error
0.444419
mean_prior_absolute_error
0.444419
mean_prior_absolute_error
0.444419
mean_prior_absolute_error
0.444419
mean_prior_absolute_error
0.444419
number_of_instances
2500 [846,826,828]
number_of_instances
2500 [846,826,828]
number_of_instances
2500 [846,826,828]
number_of_instances
2500 [846,826,828]
number_of_instances
2500 [846,827,827]
number_of_instances
2500 [846,827,827]
number_of_instances
2500 [846,827,827]
number_of_instances
2500 [846,827,827]
number_of_instances
2500 [846,827,827]
number_of_instances
2500 [846,826,828]
precision
0.833728 [0.9625,0.771084,0.764648]
precision
0.832264 [0.963907,0.761765,0.768087]
precision
0.833044 [0.955823,0.765703,0.774775]
precision
0.826939 [0.954167,0.764012,0.759721]
precision
0.827692 [0.960663,0.765005,0.754352]
precision
0.82918 [0.976035,0.751938,0.756194]
precision
0.820717 [0.966368,0.758032,0.734405]
precision
0.826174 [0.972727,0.761194,0.741232]
precision
0.827646 [0.971047,0.755733,0.752863]
precision
0.834058 [0.975717,0.762695,0.760508]
predictive_accuracy
0.8052
predictive_accuracy
0.8024
predictive_accuracy
0.8072
predictive_accuracy
0.7988
predictive_accuracy
0.7984
predictive_accuracy
0.7948
predictive_accuracy
0.7852
predictive_accuracy
0.79
predictive_accuracy
0.7932
predictive_accuracy
0.8004
prior_entropy
1.584879
prior_entropy
1.584879
prior_entropy
1.584879
prior_entropy
1.584879
prior_entropy
1.584879
prior_entropy
1.584879
prior_entropy
1.584879
prior_entropy
1.584879
prior_entropy
1.584879
prior_entropy
1.584879
recall
0.8052 [0.546099,0.929782,0.945652]
recall
0.8024 [0.536643,0.940678,0.93599]
recall
0.8072 [0.562648,0.929782,0.934783]
recall
0.7988 [0.541371,0.940678,0.92029]
recall
0.7984 [0.548463,0.909311,0.943168]
recall
0.7948 [0.529551,0.938331,0.922612]
recall
0.7852 [0.509456,0.912938,0.939541]
recall
0.79 [0.50591,0.92503,0.945586]
recall
0.7932 [0.515366,0.916566,0.954051]
recall
0.8004 [0.522459,0.945521,0.939614]
relative_absolute_error
0.299403
relative_absolute_error
0.303368
relative_absolute_error
0.294631
relative_absolute_error
0.305863
relative_absolute_error
0.311012
relative_absolute_error
0.31868
relative_absolute_error
0.326241
relative_absolute_error
0.323583
relative_absolute_error
0.317288
relative_absolute_error
0.309233
root_mean_prior_squared_error
0.471391
root_mean_prior_squared_error
0.471391
root_mean_prior_squared_error
0.471391
root_mean_prior_squared_error
0.471391
root_mean_prior_squared_error
0.471391
root_mean_prior_squared_error
0.471391
root_mean_prior_squared_error
0.471391
root_mean_prior_squared_error
0.471391
root_mean_prior_squared_error
0.471391
root_mean_prior_squared_error
0.471391
root_mean_squared_error
0.327912
root_mean_squared_error
0.33118
root_mean_squared_error
0.324831
root_mean_squared_error
0.330899
root_mean_squared_error
0.338377
root_mean_squared_error
0.34181
root_mean_squared_error
0.346317
root_mean_squared_error
0.346041
root_mean_squared_error
0.344141
root_mean_squared_error
0.333618
root_relative_squared_error
0.695626
root_relative_squared_error
0.702559
root_relative_squared_error
0.689091
root_relative_squared_error
0.701962
root_relative_squared_error
0.717827
root_relative_squared_error
0.72511
root_relative_squared_error
0.734671
root_relative_squared_error
0.734084
root_relative_squared_error
0.730055
root_relative_squared_error
0.707732
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
60
usercpu_time_millis
70
usercpu_time_millis
60
usercpu_time_millis
60
usercpu_time_millis
60
usercpu_time_millis
60
usercpu_time_millis
60
usercpu_time_millis
60
usercpu_time_millis
50
usercpu_time_millis
60
usercpu_time_millis_testing
20
usercpu_time_millis_testing
30
usercpu_time_millis_testing
20
usercpu_time_millis_testing
30
usercpu_time_millis_testing
20
usercpu_time_millis_testing
20
usercpu_time_millis_testing
20
usercpu_time_millis_testing
20
usercpu_time_millis_testing
20
usercpu_time_millis_testing
30
usercpu_time_millis_training
40
usercpu_time_millis_training
40
usercpu_time_millis_training
40
usercpu_time_millis_training
30
usercpu_time_millis_training
40
usercpu_time_millis_training
40
usercpu_time_millis_training
40
usercpu_time_millis_training
40
usercpu_time_millis_training
30
usercpu_time_millis_training
30