368703
2
Joaquin Vanschoren
1794
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
30
page-blocks
https://www.openml.org/data/download/30/dataset_30_page-blocks.arff
-1
1278666
description
https://api.openml.org/data/download/1278666/weka_generated_run4052395989214994718.xml
-1
1278669
model_readable
https://api.openml.org/data/download/1278669/WekaModel_weka.classifiers.bayes.BayesNet5551055319836179071.model
-1
1278668
model_serialized
https://api.openml.org/data/download/1278668/WekaSerialized_weka.classifiers.bayes.BayesNet657787755506810959.model
-1
1278667
predictions
https://api.openml.org/data/download/1278667/weka_generated_predictions7028892364965937430.arff
area_under_roc_curve
0.978392 [0.978114,0.983424,0.996475,0.982652,0.968197]
average_cost
0
f_measure
0.939319 [0.965269,0.810078,0.550505,0.6707,0.500662]
kappa
0.700707
kb_relative_information_score
15890.818485
mean_absolute_error
0.02831
mean_prior_absolute_error
0.076155
number_of_instances
27365 [24565,1645,140,440,575]
os_information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
precision
0.950414 [0.987356,0.743772,0.425781,0.541144,0.404278]
predictive_accuracy
0.93298
prior_entropy
0.639139
recall
0.93298 [0.944148,0.889362,0.778571,0.881818,0.657391]
relative_absolute_error
0.371735
root_mean_prior_squared_error
0.19485
root_mean_squared_error
0.14848
root_relative_squared_error
0.762022
scimark_benchmark
1331.255863 [800.477525720216, 967.1041700008193, 536.3346162568728, 1113.1379952308184, 3239.2250102693683]
total_cost
0
usercpu_time_millis
50
usercpu_time_millis_testing
20
usercpu_time_millis_training
30
area_under_roc_curve
0.976849 [0.976866,0.977925,0.991514,0.982678,0.965134]
area_under_roc_curve
0.974886 [0.974615,0.978768,0.999108,0.953697,0.985639]
area_under_roc_curve
0.978958 [0.979039,0.983693,0.993534,0.981138,0.956868]
area_under_roc_curve
0.975324 [0.974528,0.98318,0.998138,0.982611,0.975802]
area_under_roc_curve
0.981276 [0.980648,0.991205,0.997744,0.997169,0.963577]
area_under_roc_curve
0.979747 [0.97903,0.989531,0.999751,0.993622,0.966674]
area_under_roc_curve
0.979811 [0.97936,0.988842,0.996536,0.999046,0.954169]
area_under_roc_curve
0.980154 [0.979561,0.982045,0.999187,0.995411,0.983841]
area_under_roc_curve
0.980844 [0.981094,0.983023,0.995801,0.992853,0.950813]
area_under_roc_curve
0.977847 [0.97811,0.976828,0.998229,0.956888,0.980636]
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
0.936352 [0.964427,0.820809,0.277778,0.655462,0.445783]
f_measure
0.934886 [0.962529,0.744565,0.622222,0.672897,0.576271]
f_measure
0.939111 [0.96589,0.807692,0.4375,0.644628,0.52349]
f_measure
0.93311 [0.960784,0.778082,0.608696,0.606061,0.525547]
f_measure
0.940333 [0.966348,0.834254,0.585366,0.672131,0.42963]
f_measure
0.939749 [0.964152,0.821918,0.651163,0.689655,0.493333]
f_measure
0.943345 [0.967862,0.825137,0.578947,0.756757,0.462687]
f_measure
0.943562 [0.967152,0.827778,0.7,0.697248,0.509804]
f_measure
0.94117 [0.967621,0.840909,0.342857,0.672727,0.44586]
f_measure
0.941125 [0.965876,0.802198,0.6,0.654545,0.578947]
kappa
0.680207
kappa
0.686728
kappa
0.700598
kappa
0.676169
kappa
0.706362
kappa
0.705679
kappa
0.719945
kappa
0.720403
kappa
0.70226
kappa
0.710488
kb_relative_information_score
1471.108888
kb_relative_information_score
1491.283709
kb_relative_information_score
1583.728136
kb_relative_information_score
1517.942426
kb_relative_information_score
1679.949555
kb_relative_information_score
1607.862274
kb_relative_information_score
1642.118203
kb_relative_information_score
1653.989754
kb_relative_information_score
1638.443814
kb_relative_information_score
1604.391725
mean_absolute_error
0.030496
mean_absolute_error
0.031021
mean_absolute_error
0.028492
mean_absolute_error
0.03053
mean_absolute_error
0.026411
mean_absolute_error
0.028006
mean_absolute_error
0.026585
mean_absolute_error
0.027024
mean_absolute_error
0.026655
mean_absolute_error
0.027873
mean_prior_absolute_error
0.076152
mean_prior_absolute_error
0.076152
mean_prior_absolute_error
0.076274
mean_prior_absolute_error
0.076152
mean_prior_absolute_error
0.076274
mean_prior_absolute_error
0.076159
mean_prior_absolute_error
0.076159
mean_prior_absolute_error
0.076037
mean_prior_absolute_error
0.076159
mean_prior_absolute_error
0.076037
number_of_instances
2737 [2457,164,14,44,58]
number_of_instances
2737 [2457,164,14,44,58]
number_of_instances
2737 [2456,165,14,44,58]
number_of_instances
2737 [2457,164,14,44,58]
number_of_instances
2737 [2456,165,14,44,58]
number_of_instances
2736 [2456,165,14,44,57]
number_of_instances
2736 [2456,165,14,44,57]
number_of_instances
2736 [2457,164,14,44,57]
number_of_instances
2736 [2456,165,14,44,57]
number_of_instances
2736 [2457,164,14,44,57]
precision
0.949007 [0.986383,0.78022,0.227273,0.52,0.342593]
precision
0.950391 [0.990948,0.671569,0.451613,0.571429,0.428571]
precision
0.949633 [0.987245,0.738693,0.388889,0.506494,0.428571]
precision
0.946171 [0.985451,0.706468,0.4375,0.454545,0.455696]
precision
0.950068 [0.986429,0.766497,0.444444,0.525641,0.376623]
precision
0.951469 [0.987617,0.75,0.482759,0.555556,0.397849]
precision
0.951265 [0.986058,0.751244,0.458333,0.626866,0.402597]
precision
0.95391 [0.988525,0.760204,0.538462,0.584615,0.40625]
precision
0.951378 [0.986876,0.791444,0.285714,0.560606,0.35]
precision
0.951862 [0.98808,0.73,0.461538,0.545455,0.463158]
predictive_accuracy
0.928389
predictive_accuracy
0.926927
predictive_accuracy
0.933138
predictive_accuracy
0.926197
predictive_accuracy
0.934965
predictive_accuracy
0.93348
predictive_accuracy
0.938962
predictive_accuracy
0.937865
predictive_accuracy
0.934576
predictive_accuracy
0.935307
prior_entropy
0.639139
prior_entropy
0.639139
prior_entropy
0.639139
prior_entropy
0.639139
prior_entropy
0.639139
prior_entropy
0.639139
prior_entropy
0.639139
prior_entropy
0.639139
prior_entropy
0.639139
prior_entropy
0.639139
recall
0.928389 [0.943427,0.865854,0.357143,0.886364,0.637931]
recall
0.926927 [0.935694,0.835366,1,0.818182,0.87931]
recall
0.933138 [0.94544,0.890909,0.5,0.886364,0.672414]
recall
0.926197 [0.937322,0.865854,1,0.909091,0.62069]
recall
0.934965 [0.947068,0.915152,0.857143,0.931818,0.5]
recall
0.93348 [0.941775,0.909091,1,0.909091,0.649123]
recall
0.938962 [0.950326,0.915152,0.785714,0.954545,0.54386]
recall
0.937865 [0.946683,0.908537,1,0.863636,0.684211]
recall
0.934576 [0.949104,0.89697,0.428571,0.840909,0.614035]
recall
0.935307 [0.944648,0.890244,0.857143,0.818182,0.77193]
relative_absolute_error
0.400458
relative_absolute_error
0.407361
relative_absolute_error
0.373551
relative_absolute_error
0.400915
relative_absolute_error
0.34627
relative_absolute_error
0.367737
relative_absolute_error
0.349075
relative_absolute_error
0.355408
relative_absolute_error
0.349988
relative_absolute_error
0.366577
root_mean_prior_squared_error
0.194841
root_mean_prior_squared_error
0.194841
root_mean_prior_squared_error
0.195154
root_mean_prior_squared_error
0.194841
root_mean_prior_squared_error
0.195154
root_mean_prior_squared_error
0.194859
root_mean_prior_squared_error
0.194859
root_mean_prior_squared_error
0.194545
root_mean_prior_squared_error
0.194859
root_mean_prior_squared_error
0.194545
root_mean_squared_error
0.155413
root_mean_squared_error
0.155007
root_mean_squared_error
0.148386
root_mean_squared_error
0.155016
root_mean_squared_error
0.144566
root_mean_squared_error
0.147688
root_mean_squared_error
0.142946
root_mean_squared_error
0.142527
root_mean_squared_error
0.144069
root_mean_squared_error
0.148381
root_relative_squared_error
0.79764
root_relative_squared_error
0.79556
root_relative_squared_error
0.760354
root_relative_squared_error
0.795605
root_relative_squared_error
0.74078
root_relative_squared_error
0.757923
root_relative_squared_error
0.733589
root_relative_squared_error
0.732616
root_relative_squared_error
0.739352
root_relative_squared_error
0.762708
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
30
usercpu_time_millis
20
usercpu_time_millis
30
usercpu_time_millis
20
usercpu_time_millis
20
usercpu_time_millis
20
usercpu_time_millis
20
usercpu_time_millis
20
usercpu_time_millis
30
usercpu_time_millis
30
usercpu_time_millis_testing
20
usercpu_time_millis_testing
10
usercpu_time_millis_testing
20
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_training
10
usercpu_time_millis_training
10
usercpu_time_millis_training
10
usercpu_time_millis_training
10
usercpu_time_millis_training
10
usercpu_time_millis_training
10
usercpu_time_millis_training
10
usercpu_time_millis_training
10
usercpu_time_millis_training
20
usercpu_time_millis_training
20