546518
939
Martijn Post
3688
Supervised Classification
predictive_accuracy
2553
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_IBk(3)
5600
weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W weka.classifiers.lazy.IBk -- -K 5 -W 0 -A "weka.core.neighboursearch.LinearNNSearch -A \"weka.core.EuclideanDistance -R first-last\""
K
5
1721
W
0
1721
A
true
1721
P
1
2049
E
1
2049
D
1
2050
N
5
2050
E
weka.attributeSelection.CfsSubsetEval
2553
S
weka.attributeSelection.BestFirst
2553
W
weka.classifiers.lazy.IBk
2553
weka
weka_3.7.13
823
houses
https://www.openml.org/data/download/53357/houses.arff
-1
1860165
description
https://api.openml.org/data/download/1860165/weka_generated_run4150747348654788383.xml
-1
1860167
model_readable
https://api.openml.org/data/download/1860167/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier3703478019829476522.model
-1
1860166
model_serialized
https://api.openml.org/data/download/1860166/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier1666521737236194521.model
-1
1860168
predictions
https://api.openml.org/data/download/1860168/weka_generated_predictions9063180881248972109.arff
area_under_roc_curve
0.995966 [0.995966,0.995966]
average_cost
0
f_measure
0.972149 [0.967825,0.975437]
kappa
0.943262
kb_relative_information_score
19161.361941
mean_absolute_error
0.036469
mean_prior_absolute_error
0.49072
number_of_instances
20640 [8914,11726]
os_information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
precision
0.972166 [0.965502,0.977232]
predictive_accuracy
0.972141
prior_entropy
0.986572
recall
0.972141 [0.970159,0.973648]
relative_absolute_error
0.074316
root_mean_prior_squared_error
0.495338
root_mean_squared_error
0.141037
root_relative_squared_error
0.284729
scimark_benchmark
1873.110776 [1113.1082354620867, 1536.0343904094398, 876.5239208996255, 1800.4395969972686, 4039.447737454118]
total_cost
0
usercpu_time_millis
13296.875
usercpu_time_millis_testing
13218.75
usercpu_time_millis_training
78.125
area_under_roc_curve
0.995952 [0.995952,0.995952]
area_under_roc_curve
0.997002 [0.997002,0.997002]
area_under_roc_curve
0.996528 [0.996528,0.996528]
area_under_roc_curve
0.994174 [0.994174,0.994174]
area_under_roc_curve
0.995951 [0.995951,0.995951]
area_under_roc_curve
0.996842 [0.996842,0.996842]
area_under_roc_curve
0.99672 [0.99672,0.99672]
area_under_roc_curve
0.995226 [0.995226,0.995226]
area_under_roc_curve
0.99604 [0.99604,0.99604]
area_under_roc_curve
0.995232 [0.995232,0.995232]
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
0.972382 [0.968031,0.975693]
f_measure
0.976756 [0.973214,0.979452]
f_measure
0.975782 [0.972036,0.978632]
f_measure
0.967076 [0.962096,0.970865]
f_measure
0.963655 [0.957841,0.968072]
f_measure
0.974813 [0.970885,0.977797]
f_measure
0.976277 [0.972672,0.979015]
f_measure
0.971413 [0.966873,0.974862]
f_measure
0.967558 [0.962591,0.971331]
f_measure
0.975778 [0.971973,0.978669]
kappa
0.943724
kappa
0.952667
kappa
0.950668
kappa
0.932963
kappa
0.925913
kappa
0.948682
kappa
0.951688
kappa
0.941734
kappa
0.933923
kappa
0.950642
kb_relative_information_score
1914.952317
kb_relative_information_score
1934.237604
kb_relative_information_score
1932.364455
kb_relative_information_score
1893.475047
kb_relative_information_score
1893.702422
kb_relative_information_score
1923.24716
kb_relative_information_score
1929.468072
kb_relative_information_score
1912.28006
kb_relative_information_score
1904.091047
kb_relative_information_score
1923.543758
mean_absolute_error
0.036776
mean_absolute_error
0.032394
mean_absolute_error
0.03268
mean_absolute_error
0.041772
mean_absolute_error
0.041431
mean_absolute_error
0.034938
mean_absolute_error
0.033506
mean_absolute_error
0.037227
mean_absolute_error
0.039013
mean_absolute_error
0.034949
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
0.97238 [0.968575,0.975277]
precision
0.976798 [0.968889,0.982818]
precision
0.975795 [0.969866,0.980308]
precision
0.967143 [0.956763,0.975043]
precision
0.963652 [0.959459,0.966837]
precision
0.974827 [0.968715,0.97947]
precision
0.97635 [0.966741,0.983649]
precision
0.971411 [0.967416,0.974446]
precision
0.967614 [0.957778,0.975086]
precision
0.975784 [0.970885,0.979505]
predictive_accuracy
0.972384
predictive_accuracy
0.976744
predictive_accuracy
0.975775
predictive_accuracy
0.967054
predictive_accuracy
0.963663
predictive_accuracy
0.974806
predictive_accuracy
0.97626
predictive_accuracy
0.971415
predictive_accuracy
0.967539
predictive_accuracy
0.975775
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
0.972384 [0.967489,0.976109]
recall
0.976744 [0.977578,0.976109]
recall
0.975775 [0.974215,0.976962]
recall
0.967054 [0.967489,0.966724]
recall
0.963663 [0.956229,0.969309]
recall
0.974806 [0.973064,0.97613]
recall
0.97626 [0.978676,0.974425]
recall
0.971415 [0.96633,0.975277]
recall
0.967539 [0.967452,0.967604]
recall
0.975775 [0.973064,0.977835]
relative_absolute_error
0.074937
relative_absolute_error
0.066007
relative_absolute_error
0.06659
relative_absolute_error
0.085117
relative_absolute_error
0.084433
relative_absolute_error
0.071202
relative_absolute_error
0.068283
relative_absolute_error
0.075866
relative_absolute_error
0.079506
relative_absolute_error
0.071224
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
0.145082
root_mean_squared_error
0.128292
root_mean_squared_error
0.133739
root_mean_squared_error
0.153046
root_mean_squared_error
0.153323
root_mean_squared_error
0.136827
root_mean_squared_error
0.131387
root_mean_squared_error
0.144043
root_mean_squared_error
0.147339
root_mean_squared_error
0.134714
root_relative_squared_error
0.292871
root_relative_squared_error
0.258979
root_relative_squared_error
0.269973
root_relative_squared_error
0.308947
root_relative_squared_error
0.309549
root_relative_squared_error
0.276245
root_relative_squared_error
0.265262
root_relative_squared_error
0.290813
root_relative_squared_error
0.297468
root_relative_squared_error
0.271978
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
1312.5
usercpu_time_millis
1265.625
usercpu_time_millis
1234.375
usercpu_time_millis
1265.625
usercpu_time_millis
1265.625
usercpu_time_millis
1250
usercpu_time_millis
1156.25
usercpu_time_millis
1218.75
usercpu_time_millis
1312.5
usercpu_time_millis
1218.75
usercpu_time_millis_testing
1218.75
usercpu_time_millis_testing
1187.5
usercpu_time_millis_testing
1140.625
usercpu_time_millis_testing
1187.5
usercpu_time_millis_testing
1171.875
usercpu_time_millis_testing
1156.25
usercpu_time_millis_testing
1062.5
usercpu_time_millis_testing
1156.25
usercpu_time_millis_testing
1250
usercpu_time_millis_testing
1140.625
usercpu_time_millis_training
93.75
usercpu_time_millis_training
78.125
usercpu_time_millis_training
93.75
usercpu_time_millis_training
78.125
usercpu_time_millis_training
93.75
usercpu_time_millis_training
93.75
usercpu_time_millis_training
93.75
usercpu_time_millis_training
62.5
usercpu_time_millis_training
62.5
usercpu_time_millis_training
78.125