167590
2
Joaquin Vanschoren
3688
Supervised Classification
predictive_accuracy
598
weka.MultiBoostAB_NaiveBayes(2)
971
weka.classifiers.meta.MultiBoostAB -- -C 3 -P 100 -S 1 -I 40 -W weka.classifiers.bayes.NaiveBayes
C
3
598
P
100
598
S
1
598
I
40
598
W
weka.classifiers.bayes.NaiveBayes
598
weka
weka_3.7.12-SNAPSHOT
823
houses
https://www.openml.org/data/download/53357/houses.arff
-1
549619
description
https://api.openml.org/data/download/549619/weka_generated_run6066542304391033097.xml
-1
549622
model_readable
https://api.openml.org/data/download/549622/WekaModel_weka.classifiers.meta.MultiBoostAB1808855889667046092.model
-1
549621
model_serialized
https://api.openml.org/data/download/549621/WekaSerialized_weka.classifiers.meta.MultiBoostAB4915596344864295294.model
-1
549620
predictions
https://api.openml.org/data/download/549620/weka_generated_predictions490722848384476539.arff
area_under_roc_curve
0.975127 [0.975127,0.975127]
average_cost
0
f_measure
0.955623 [0.948643,0.960928]
kappa
0.909571
kb_relative_information_score
18702.111247
mean_absolute_error
0.046174
mean_prior_absolute_error
0.49072
number_of_instances
20640 [8914,11726]
os_information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.955625 [0.948218,0.961256]
predictive_accuracy
0.95562
prior_entropy
0.986572
recall
0.95562 [0.949069,0.9606]
relative_absolute_error
0.094094
root_mean_prior_squared_error
0.495338
root_mean_squared_error
0.20701
root_relative_squared_error
0.417917
scimark_benchmark
941.79536 [560.4886395932788, 1009.6699252256896, 479.99187728791736, 908.9597582481955, 1749.866600582726]
total_cost
0
usercpu_time_millis
8600
usercpu_time_millis_testing
2230
usercpu_time_millis_training
6370
area_under_roc_curve
0.990148 [0.990148,0.990148]
area_under_roc_curve
0.981192 [0.981192,0.981192]
area_under_roc_curve
0.987866 [0.987866,0.987866]
area_under_roc_curve
0.969475 [0.969475,0.969475]
area_under_roc_curve
0.98135 [0.98135,0.98135]
area_under_roc_curve
0.981844 [0.981844,0.981844]
area_under_roc_curve
0.986711 [0.986711,0.986711]
area_under_roc_curve
0.975526 [0.975526,0.975526]
area_under_roc_curve
0.983715 [0.983715,0.983715]
area_under_roc_curve
0.986705 [0.986705,0.986705]
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
0.963655 [0.957889,0.968044]
f_measure
0.956359 [0.94921,0.9618]
f_measure
0.957857 [0.951315,0.962836]
f_measure
0.949131 [0.941176,0.955186]
f_measure
0.95008 [0.942037,0.956189]
f_measure
0.953513 [0.946369,0.958939]
f_measure
0.961235 [0.955056,0.965928]
f_measure
0.949131 [0.94111,0.955224]
f_measure
0.959795 [0.953501,0.964575]
f_measure
0.955466 [0.948775,0.960549]
kappa
0.925933
kappa
0.911013
kappa
0.914152
kappa
0.896362
kappa
0.898227
kappa
0.905309
kappa
0.920985
kappa
0.896334
kappa
0.918077
kappa
0.909328
kb_relative_information_score
1864.000421
kb_relative_information_score
1874.436695
kb_relative_information_score
1885.040351
kb_relative_information_score
1848.275022
kb_relative_information_score
1852.229163
kb_relative_information_score
1867.791499
kb_relative_information_score
1897.766366
kb_relative_information_score
1848.816448
kb_relative_information_score
1893.694875
kb_relative_information_score
1870.060408
mean_absolute_error
0.051098
mean_absolute_error
0.045173
mean_absolute_error
0.04229
mean_absolute_error
0.050946
mean_absolute_error
0.049896
mean_absolute_error
0.046207
mean_absolute_error
0.039295
mean_absolute_error
0.050686
mean_absolute_error
0.040103
mean_absolute_error
0.046046
mean_prior_absolute_error
0.49076
mean_prior_absolute_error
0.49076
mean_prior_absolute_error
0.49076
mean_prior_absolute_error
0.49076
mean_prior_absolute_error
0.490694
mean_prior_absolute_error
0.490694
mean_prior_absolute_error
0.490694
mean_prior_absolute_error
0.490694
mean_prior_absolute_error
0.490694
mean_prior_absolute_error
0.490694
number_of_instances
2064 [892,1172]
number_of_instances
2064 [892,1172]
number_of_instances
2064 [892,1172]
number_of_instances
2064 [892,1172]
number_of_instances
2064 [891,1173]
number_of_instances
2064 [891,1173]
number_of_instances
2064 [891,1173]
number_of_instances
2064 [891,1173]
number_of_instances
2064 [891,1173]
number_of_instances
2064 [891,1173]
precision
0.963652 [0.959505,0.966809]
precision
0.956388 [0.955682,0.956926]
precision
0.95787 [0.949721,0.964072]
precision
0.949135 [0.940649,0.955594]
precision
0.950074 [0.944695,0.95416]
precision
0.953566 [0.942158,0.962232]
precision
0.961232 [0.95613,0.965106]
precision
0.949135 [0.940583,0.955631]
precision
0.959807 [0.951902,0.965812]
precision
0.955595 [0.941436,0.96635]
predictive_accuracy
0.963663
predictive_accuracy
0.956395
predictive_accuracy
0.957849
predictive_accuracy
0.949128
predictive_accuracy
0.950097
predictive_accuracy
0.953488
predictive_accuracy
0.96124
predictive_accuracy
0.949128
predictive_accuracy
0.959787
predictive_accuracy
0.955426
prior_entropy
0.986572
prior_entropy
0.986572
prior_entropy
0.986572
prior_entropy
0.986572
prior_entropy
0.986572
prior_entropy
0.986572
prior_entropy
0.986572
prior_entropy
0.986572
prior_entropy
0.986572
prior_entropy
0.986572
recall
0.963663 [0.956278,0.969283]
recall
0.956395 [0.942825,0.966724]
recall
0.957849 [0.952915,0.961604]
recall
0.949128 [0.941704,0.954778]
recall
0.950097 [0.939394,0.958227]
recall
0.953488 [0.950617,0.955669]
recall
0.96124 [0.953984,0.966752]
recall
0.949128 [0.941639,0.954817]
recall
0.959787 [0.955107,0.963342]
recall
0.955426 [0.956229,0.954817]
relative_absolute_error
0.10412
relative_absolute_error
0.092047
relative_absolute_error
0.086173
relative_absolute_error
0.10381
relative_absolute_error
0.101685
relative_absolute_error
0.094167
relative_absolute_error
0.080081
relative_absolute_error
0.103294
relative_absolute_error
0.081727
relative_absolute_error
0.093838
root_mean_prior_squared_error
0.495378
root_mean_prior_squared_error
0.495378
root_mean_prior_squared_error
0.495378
root_mean_prior_squared_error
0.495378
root_mean_prior_squared_error
0.495311
root_mean_prior_squared_error
0.495311
root_mean_prior_squared_error
0.495311
root_mean_prior_squared_error
0.495311
root_mean_prior_squared_error
0.495311
root_mean_prior_squared_error
0.495311
root_mean_squared_error
0.170958
root_mean_squared_error
0.201662
root_mean_squared_error
0.204614
root_mean_squared_error
0.22552
root_mean_squared_error
0.223222
root_mean_squared_error
0.21428
root_mean_squared_error
0.194684
root_mean_squared_error
0.224461
root_mean_squared_error
0.198579
root_mean_squared_error
0.206035
root_relative_squared_error
0.345106
root_relative_squared_error
0.407087
root_relative_squared_error
0.413046
root_relative_squared_error
0.455248
root_relative_squared_error
0.45067
root_relative_squared_error
0.432618
root_relative_squared_error
0.393054
root_relative_squared_error
0.453171
root_relative_squared_error
0.400917
root_relative_squared_error
0.415971
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
1600
usercpu_time_millis
3680
usercpu_time_millis
5970
usercpu_time_millis
6420
usercpu_time_millis
6360
usercpu_time_millis
6390
usercpu_time_millis
6000
usercpu_time_millis
6260
usercpu_time_millis
6230
usercpu_time_millis
3700
usercpu_time_millis_testing
50
usercpu_time_millis_testing
130
usercpu_time_millis_testing
210
usercpu_time_millis_testing
240
usercpu_time_millis_testing
240
usercpu_time_millis_testing
240
usercpu_time_millis_testing
210
usercpu_time_millis_testing
230
usercpu_time_millis_testing
240
usercpu_time_millis_testing
130
usercpu_time_millis_training
1550
usercpu_time_millis_training
3550
usercpu_time_millis_training
5760
usercpu_time_millis_training
6180
usercpu_time_millis_training
6120
usercpu_time_millis_training
6150
usercpu_time_millis_training
5790
usercpu_time_millis_training
6030
usercpu_time_millis_training
5990
usercpu_time_millis_training
3570