557246
939
Martijn Post
3688
Supervised Classification
predictive_accuracy
3466
weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_SGD(1)
5777
weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.InfoGainAttributeEval " -S "weka.attributeSelection.Ranker -T -1.7976931348623157E308 -N -1" -W weka.classifiers.functions.SGD -- -F 0 -L 0.01 -R 1.0E-4 -E 500 -C 0.001 -S 1
F
0
1944
L
0.01
1944
R
1.0E-4
1944
E
500
1944
C
0.001
1944
S
1
1944
T
-1.7976931348623157E308
2118
N
-1
2118
S
weka.attributeSelection.Ranker
3466
W
weka.classifiers.functions.SGD
3466
weka
weka_3.7.13
823
houses
https://www.openml.org/data/download/53357/houses.arff
-1
1919563
description
https://api.openml.org/data/download/1919563/weka_generated_run6348117927044275996.xml
-1
1919565
model_readable
https://api.openml.org/data/download/1919565/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier7201432159291225262.model
-1
1919564
model_serialized
https://api.openml.org/data/download/1919564/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier1394146755150438220.model
-1
1919566
predictions
https://api.openml.org/data/download/1919566/weka_generated_predictions7379582187600953705.arff
area_under_roc_curve
0.96106 [0.96106,0.96106]
average_cost
0
f_measure
0.962379 [0.956242,0.967043]
kappa
0.923287
kb_relative_information_score
19045.564201
mean_absolute_error
0.037597
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
0.962395 [0.961338,0.963198]
predictive_accuracy
0.962403
prior_entropy
0.986572
recall
0.962403 [0.9512,0.970919]
relative_absolute_error
0.076616
root_mean_prior_squared_error
0.495338
root_mean_squared_error
0.193899
root_relative_squared_error
0.391448
scimark_benchmark
1744.865206 [1052.9674971805453, 1396.3442135204984, 796.8398928435498, 1686.8983051584405, 3791.2761220334564]
total_cost
0
usercpu_time_millis
750
usercpu_time_millis_testing
15.625
usercpu_time_millis_training
734.375
area_under_roc_curve
0.967741 [0.967741,0.967741]
area_under_roc_curve
0.959601 [0.959601,0.959601]
area_under_roc_curve
0.964061 [0.964061,0.964061]
area_under_roc_curve
0.950826 [0.950826,0.950826]
area_under_roc_curve
0.953634 [0.953634,0.953634]
area_under_roc_curve
0.960233 [0.960233,0.960233]
area_under_roc_curve
0.965618 [0.965618,0.965618]
area_under_roc_curve
0.960368 [0.960368,0.960368]
area_under_roc_curve
0.965327 [0.965327,0.965327]
area_under_roc_curve
0.963195 [0.963195,0.963195]
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
0.968971 [0.963923,0.972812]
f_measure
0.961667 [0.95519,0.966596]
f_measure
0.965102 [0.959505,0.969362]
f_measure
0.95248 [0.944695,0.958404]
f_measure
0.955382 [0.947964,0.961017]
f_measure
0.96123 [0.955006,0.965957]
f_measure
0.967026 [0.961582,0.971162]
f_measure
0.961235 [0.955056,0.965928]
f_measure
0.966549 [0.961083,0.970701]
f_measure
0.964137 [0.95838,0.968511]
kappa
0.936737
kappa
0.921794
kappa
0.928867
kappa
0.903103
kappa
0.908985
kappa
0.920963
kappa
0.932746
kappa
0.920985
kappa
0.931785
kappa
0.926891
kb_relative_information_score
1932.73973
kb_relative_information_score
1901.920506
kb_relative_information_score
1916.30281
kb_relative_information_score
1862.882822
kb_relative_information_score
1874.809601
kb_relative_information_score
1899.46498
kb_relative_information_score
1924.120359
kb_relative_information_score
1899.46498
kb_relative_information_score
1922.065744
kb_relative_information_score
1911.792669
mean_absolute_error
0.031008
mean_absolute_error
0.038275
mean_absolute_error
0.034884
mean_absolute_error
0.047481
mean_absolute_error
0.044574
mean_absolute_error
0.03876
mean_absolute_error
0.032946
mean_absolute_error
0.03876
mean_absolute_error
0.03343
mean_absolute_error
0.035853
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
0.968996 [0.969388,0.968697]
precision
0.961812 [0.966705,0.958089]
precision
0.965104 [0.962754,0.966893]
precision
0.952505 [0.951136,0.953547]
precision
0.955428 [0.95553,0.95535]
precision
0.961226 [0.957159,0.964316]
precision
0.967065 [0.968146,0.966245]
precision
0.961232 [0.95613,0.965106]
precision
0.966565 [0.965986,0.967005]
precision
0.964135 [0.960541,0.966865]
predictive_accuracy
0.968992
predictive_accuracy
0.961725
predictive_accuracy
0.965116
predictive_accuracy
0.952519
predictive_accuracy
0.955426
predictive_accuracy
0.96124
predictive_accuracy
0.967054
predictive_accuracy
0.96124
predictive_accuracy
0.96657
predictive_accuracy
0.964147
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
0.968992 [0.95852,0.976962]
recall
0.961725 [0.943946,0.975256]
recall
0.965116 [0.956278,0.971843]
recall
0.952519 [0.938341,0.963311]
recall
0.955426 [0.940516,0.966752]
recall
0.96124 [0.952862,0.967604]
recall
0.967054 [0.955107,0.97613]
recall
0.96124 [0.953984,0.966752]
recall
0.96657 [0.956229,0.974425]
recall
0.964147 [0.956229,0.970162]
relative_absolute_error
0.063183
relative_absolute_error
0.077992
relative_absolute_error
0.071081
relative_absolute_error
0.096749
relative_absolute_error
0.090838
relative_absolute_error
0.07899
relative_absolute_error
0.067141
relative_absolute_error
0.07899
relative_absolute_error
0.068129
relative_absolute_error
0.073065
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
0.17609
root_mean_squared_error
0.19564
root_mean_squared_error
0.186772
root_mean_squared_error
0.2179
root_mean_squared_error
0.211125
root_mean_squared_error
0.196875
root_mean_squared_error
0.18151
root_mean_squared_error
0.196875
root_mean_squared_error
0.182839
root_mean_squared_error
0.189348
root_relative_squared_error
0.355466
root_relative_squared_error
0.394932
root_relative_squared_error
0.377029
root_relative_squared_error
0.439867
root_relative_squared_error
0.426247
root_relative_squared_error
0.397477
root_relative_squared_error
0.366456
root_relative_squared_error
0.397477
root_relative_squared_error
0.36914
root_relative_squared_error
0.382281
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
656.25
usercpu_time_millis
687.5
usercpu_time_millis
640.625
usercpu_time_millis
640.625
usercpu_time_millis
640.625
usercpu_time_millis
656.25
usercpu_time_millis
640.625
usercpu_time_millis
625
usercpu_time_millis
640.625
usercpu_time_millis
625
usercpu_time_millis_testing
0
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_training
656.25
usercpu_time_millis_training
671.875
usercpu_time_millis_training
640.625
usercpu_time_millis_training
640.625
usercpu_time_millis_training
625
usercpu_time_millis_training
656.25
usercpu_time_millis_training
640.625
usercpu_time_millis_training
625
usercpu_time_millis_training
640.625
usercpu_time_millis_training
625