359446
2
Joaquin Vanschoren
1776
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
12
mfeat-factors
https://www.openml.org/data/download/12/dataset_12_mfeat-factors.arff
-1
1242277
description
https://www.openml.org/data/download/1242277/weka_generated_run523374243454796275.xml
-1
1242280
model_readable
https://www.openml.org/data/download/1242280/WekaModel_weka.classifiers.bayes.BayesNet4186274878875216986.model
-1
1242279
model_serialized
https://www.openml.org/data/download/1242279/WekaSerialized_weka.classifiers.bayes.BayesNet191840042511051026.model
-1
1242278
predictions
https://www.openml.org/data/download/1242278/weka_generated_predictions8251237663046143260.arff
area_under_roc_curve
0.971839 [0.974716,0.965152,0.978233,0.961937,0.980996,0.96015,0.981705,0.974518,0.972101,0.968879]
average_cost
0
f_measure
0.925006 [0.957675,0.922998,0.910214,0.915945,0.921283,0.901178,0.94868,0.931658,0.933131,0.907298]
kappa
0.916556
kb_relative_information_score
9224.170697
mean_absolute_error
0.015019
mean_prior_absolute_error
0.18
number_of_instances
10000 [1000,1000,1000,1000,1000,1000,1000,1000,1000,1000]
os_information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-31-generic]
precision
0.926105 [0.977107,0.941727,0.866968,0.933541,0.89603,0.9234,0.945382,0.936364,0.945585,0.894942]
predictive_accuracy
0.9249
prior_entropy
3.321928
recall
0.9249 [0.939,0.905,0.958,0.899,0.948,0.88,0.952,0.927,0.921,0.92]
relative_absolute_error
0.083439
root_mean_prior_squared_error
0.3
root_mean_squared_error
0.120898
root_relative_squared_error
0.402992
scimark_benchmark
1338.521428 [802.3185925050982, 973.209590625, 520.4758694962348, 1072.6022888144519, 3324.0007980177925]
total_cost
0
usercpu_time_millis
450
usercpu_time_millis_testing
300
usercpu_time_millis_training
150
area_under_roc_curve
0.975098 [0.9691,0.963917,0.9852,0.952717,0.990189,0.972033,0.979167,0.97365,0.977611,0.9874]
area_under_roc_curve
0.97178 [0.969233,0.981756,0.971122,0.957111,0.967911,0.952522,0.991806,0.970078,0.987344,0.968917]
area_under_roc_curve
0.978251 [0.979394,0.973539,0.985956,0.963322,0.981211,0.982728,0.988056,0.968233,0.973667,0.9864]
area_under_roc_curve
0.967919 [0.939217,0.963139,0.983978,0.968928,0.976783,0.979606,0.988194,0.973894,0.954411,0.951044]
area_under_roc_curve
0.974516 [0.984844,0.973394,0.976278,0.95775,0.98215,0.972689,0.992544,0.972583,0.972961,0.959961]
area_under_roc_curve
0.972625 [0.989361,0.968422,0.969889,0.968356,0.984611,0.9578,0.988744,0.967006,0.973539,0.958522]
area_under_roc_curve
0.972901 [0.978789,0.948422,0.982544,0.967389,0.992833,0.971611,0.984278,0.974044,0.963011,0.966089]
area_under_roc_curve
0.968368 [0.969233,0.962694,0.975561,0.966794,0.979128,0.927367,0.983533,0.982889,0.967167,0.969317]
area_under_roc_curve
0.973916 [0.994411,0.968044,0.976344,0.955389,0.990028,0.933461,0.979039,0.982289,0.983806,0.976344]
area_under_roc_curve
0.963157 [0.973583,0.94825,0.97555,0.961694,0.965433,0.952028,0.941878,0.980628,0.967494,0.965033]
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
0.930085 [0.94359,0.923077,0.915888,0.903553,0.937198,0.915423,0.954315,0.944162,0.918367,0.945274]
f_measure
0.919993 [0.959184,0.930693,0.904762,0.908163,0.94,0.875,0.945274,0.917073,0.944162,0.875622]
f_measure
0.93323 [0.969697,0.938144,0.909953,0.927083,0.931373,0.928571,0.945813,0.929293,0.944162,0.908213]
f_measure
0.921341 [0.919786,0.911917,0.885845,0.933333,0.935323,0.908213,0.960784,0.953846,0.906404,0.897959]
f_measure
0.928023 [0.969697,0.929293,0.923077,0.914573,0.929293,0.902564,0.951923,0.927835,0.938776,0.893204]
f_measure
0.929125 [0.979798,0.94,0.917073,0.923077,0.916256,0.901554,0.965517,0.919192,0.944162,0.884615]
f_measure
0.933233 [0.969697,0.920635,0.919431,0.933333,0.911628,0.929293,0.964824,0.927835,0.939394,0.916256]
f_measure
0.915871 [0.94898,0.89899,0.904762,0.913706,0.907317,0.864583,0.940594,0.945813,0.923077,0.910891]
f_measure
0.928722 [0.980198,0.938776,0.914286,0.884422,0.92381,0.875676,0.949495,0.93,0.959184,0.931373]
f_measure
0.91021 [0.932642,0.897959,0.908213,0.919192,0.883721,0.907216,0.90625,0.92233,0.914573,0.91]
kappa
0.922222
kappa
0.911111
kappa
0.925556
kappa
0.912222
kappa
0.92
kappa
0.921111
kappa
0.925556
kappa
0.906667
kappa
0.921111
kappa
0.9
kb_relative_information_score
927.229045
kb_relative_information_score
917.673567
kb_relative_information_score
931.475453
kb_relative_information_score
917.62626
kb_relative_information_score
926.9657
kb_relative_information_score
925.851212
kb_relative_information_score
930.527067
kb_relative_information_score
912.382929
kb_relative_information_score
927.650885
kb_relative_information_score
906.788578
mean_absolute_error
0.013994
mean_absolute_error
0.015974
mean_absolute_error
0.013254
mean_absolute_error
0.015911
mean_absolute_error
0.014263
mean_absolute_error
0.014525
mean_absolute_error
0.013461
mean_absolute_error
0.016897
mean_absolute_error
0.013949
mean_absolute_error
0.017962
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
number_of_instances
1000 [100,100,100,100,100,100,100,100,100,100]
number_of_instances
1000 [100,100,100,100,100,100,100,100,100,100]
number_of_instances
1000 [100,100,100,100,100,100,100,100,100,100]
number_of_instances
1000 [100,100,100,100,100,100,100,100,100,100]
number_of_instances
1000 [100,100,100,100,100,100,100,100,100,100]
number_of_instances
1000 [100,100,100,100,100,100,100,100,100,100]
number_of_instances
1000 [100,100,100,100,100,100,100,100,100,100]
number_of_instances
1000 [100,100,100,100,100,100,100,100,100,100]
number_of_instances
1000 [100,100,100,100,100,100,100,100,100,100]
number_of_instances
1000 [100,100,100,100,100,100,100,100,100,100]
precision
0.931633 [0.968421,0.947368,0.859649,0.917526,0.906542,0.910891,0.969072,0.958763,0.9375,0.940594]
precision
0.921038 [0.979167,0.921569,0.863636,0.927083,0.94,0.913043,0.940594,0.895238,0.958763,0.871287]
precision
0.934939 [0.979592,0.968085,0.864865,0.967391,0.913462,0.947917,0.932039,0.938776,0.958763,0.878505]
precision
0.924809 [0.988506,0.946237,0.815126,0.957895,0.930693,0.878505,0.942308,0.978947,0.893204,0.916667]
precision
0.929191 [0.979592,0.938776,0.888889,0.919192,0.938776,0.926316,0.916667,0.957447,0.958333,0.867925]
precision
0.930144 [0.989796,0.94,0.895238,0.947368,0.902913,0.935484,0.951456,0.928571,0.958763,0.851852]
precision
0.935887 [0.979592,0.977528,0.873874,0.957895,0.852174,0.938776,0.969697,0.957447,0.94898,0.902913]
precision
0.916901 [0.96875,0.908163,0.863636,0.927835,0.885714,0.902174,0.931373,0.932039,0.947368,0.901961]
precision
0.930711 [0.970588,0.958333,0.872727,0.888889,0.881818,0.952941,0.959184,0.93,0.979167,0.913462]
precision
0.912481 [0.967742,0.916667,0.878505,0.928571,0.826087,0.93617,0.945652,0.896226,0.919192,0.91]
predictive_accuracy
0.93
predictive_accuracy
0.92
predictive_accuracy
0.933
predictive_accuracy
0.921
predictive_accuracy
0.928
predictive_accuracy
0.929
predictive_accuracy
0.933
predictive_accuracy
0.916
predictive_accuracy
0.929
predictive_accuracy
0.91
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
recall
0.93 [0.92,0.9,0.98,0.89,0.97,0.92,0.94,0.93,0.9,0.95]
recall
0.92 [0.94,0.94,0.95,0.89,0.94,0.84,0.95,0.94,0.93,0.88]
recall
0.933 [0.96,0.91,0.96,0.89,0.95,0.91,0.96,0.92,0.93,0.94]
recall
0.921 [0.86,0.88,0.97,0.91,0.94,0.94,0.98,0.93,0.92,0.88]
recall
0.928 [0.96,0.92,0.96,0.91,0.92,0.88,0.99,0.9,0.92,0.92]
recall
0.929 [0.97,0.94,0.94,0.9,0.93,0.87,0.98,0.91,0.93,0.92]
recall
0.933 [0.96,0.87,0.97,0.91,0.98,0.92,0.96,0.9,0.93,0.93]
recall
0.916 [0.93,0.89,0.95,0.9,0.93,0.83,0.95,0.96,0.9,0.92]
recall
0.929 [0.99,0.92,0.96,0.88,0.97,0.81,0.94,0.93,0.94,0.95]
recall
0.91 [0.9,0.88,0.94,0.91,0.95,0.88,0.87,0.95,0.91,0.91]
relative_absolute_error
0.077742
relative_absolute_error
0.088746
relative_absolute_error
0.073632
relative_absolute_error
0.088396
relative_absolute_error
0.07924
relative_absolute_error
0.080692
relative_absolute_error
0.074785
relative_absolute_error
0.093872
relative_absolute_error
0.077496
relative_absolute_error
0.099788
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_squared_error
0.117082
root_mean_squared_error
0.124214
root_mean_squared_error
0.11364
root_mean_squared_error
0.124262
root_mean_squared_error
0.117156
root_mean_squared_error
0.117957
root_mean_squared_error
0.114617
root_mean_squared_error
0.128975
root_mean_squared_error
0.11673
root_mean_squared_error
0.132787
root_relative_squared_error
0.390274
root_relative_squared_error
0.414047
root_relative_squared_error
0.378801
root_relative_squared_error
0.414206
root_relative_squared_error
0.390521
root_relative_squared_error
0.39319
root_relative_squared_error
0.382058
root_relative_squared_error
0.429918
root_relative_squared_error
0.389101
root_relative_squared_error
0.442624
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
220
usercpu_time_millis
220
usercpu_time_millis
230
usercpu_time_millis
230
usercpu_time_millis
250
usercpu_time_millis
220
usercpu_time_millis
210
usercpu_time_millis
230
usercpu_time_millis
210
usercpu_time_millis
220
usercpu_time_millis_testing
140
usercpu_time_millis_testing
140
usercpu_time_millis_testing
150
usercpu_time_millis_testing
150
usercpu_time_millis_testing
170
usercpu_time_millis_testing
140
usercpu_time_millis_testing
140
usercpu_time_millis_testing
140
usercpu_time_millis_testing
140
usercpu_time_millis_testing
140
usercpu_time_millis_training
80
usercpu_time_millis_training
80
usercpu_time_millis_training
80
usercpu_time_millis_training
80
usercpu_time_millis_training
80
usercpu_time_millis_training
80
usercpu_time_millis_training
70
usercpu_time_millis_training
90
usercpu_time_millis_training
70
usercpu_time_millis_training
80