2347801
1856
Miguel Cachada
2071
Supervised Classification
predictive_accuracy
6741
weka.AttributeSelectedClassifier_MultilayerPerceptron(2)
423907
weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W weka.classifiers.functions.MultilayerPerceptron -- -L 0.3 -M 0.2 -N 100 -V 0 -S 0 -E 20 -H a -D
L
0.3
5920
M
0.2
5920
N
100
5920
V
0
5920
S
0
5920
E
20
5920
H
a
5920
D
true
5920
E
weka.attributeSelection.CfsSubsetEval -P 1 -E 1
6741
S
weka.attributeSelection.BestFirst -D 1 -N 5
6741
W
weka.classifiers.functions.MultilayerPerceptron
6741
weka
weka_3.8.1
179
adult
https://www.openml.org/data/download/3608/dataset_183_adult.arff
-1
5655568
description
https://api.openml.org/data/download/5655568/weka_generated_run1121844401481814138.xml
-1
5655570
model_readable
https://api.openml.org/data/download/5655570/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier8651322138277649804.model
-1
5655569
model_serialized
https://api.openml.org/data/download/5655569/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier6595433256836679960.model
-1
5655571
predictions
https://api.openml.org/data/download/5655571/weka_generated_predictions7666970201018222126.arff
area_under_roc_curve
0.890688 [0.890688,0.890688]
average_cost
0
f_measure
0.837659 [0.63763,0.900578]
kappa
0.539775
kb_relative_information_score
17875.304181
mean_absolute_error
0.217048
mean_prior_absolute_error
0.364058
number_of_instances
48842 [11687,37155]
precision
0.836469 [0.717573,0.873867]
predictive_accuracy
0.843966
prior_entropy
0.793862
recall
0.843966 [0.573714,0.928973]
relative_absolute_error
0.596191
root_mean_prior_squared_error
0.426645
root_mean_squared_error
0.328642
root_relative_squared_error
0.770293
total_cost
0
area_under_roc_curve
0.885069 [0.885069,0.885069]
area_under_roc_curve
0.895771 [0.895771,0.895771]
area_under_roc_curve
0.892642 [0.892642,0.892642]
area_under_roc_curve
0.899388 [0.899388,0.899388]
area_under_roc_curve
0.887155 [0.887155,0.887155]
area_under_roc_curve
0.887126 [0.887126,0.887126]
area_under_roc_curve
0.887085 [0.887085,0.887085]
area_under_roc_curve
0.889593 [0.889593,0.889593]
area_under_roc_curve
0.893871 [0.893871,0.893871]
area_under_roc_curve
0.889929 [0.889929,0.889929]
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
0.836708 [0.632997,0.900793]
f_measure
0.835554 [0.639261,0.897304]
f_measure
0.837568 [0.638981,0.899987]
f_measure
0.845336 [0.655955,0.904861]
f_measure
0.83969 [0.642992,0.901515]
f_measure
0.833184 [0.62494,0.898713]
f_measure
0.837543 [0.635666,0.901067]
f_measure
0.839516 [0.643026,0.901346]
f_measure
0.834766 [0.628075,0.899805]
f_measure
0.836571 [0.633796,0.900378]
kappa
0.535737
kappa
0.537406
kappa
0.540303
kappa
0.562125
kappa
0.545917
kappa
0.525675
kappa
0.538562
kappa
0.545767
kappa
0.52995
kappa
0.535967
kb_relative_information_score
1784.616284
kb_relative_information_score
1826.236156
kb_relative_information_score
1748.7606
kb_relative_information_score
1835.641883
kb_relative_information_score
1784.198959
kb_relative_information_score
1719.028601
kb_relative_information_score
1814.763357
kb_relative_information_score
1760.04817
kb_relative_information_score
1813.373078
kb_relative_information_score
1788.637093
mean_absolute_error
0.218632
mean_absolute_error
0.215458
mean_absolute_error
0.219558
mean_absolute_error
0.21389
mean_absolute_error
0.215881
mean_absolute_error
0.220582
mean_absolute_error
0.215017
mean_absolute_error
0.218744
mean_absolute_error
0.215841
mean_absolute_error
0.216876
mean_prior_absolute_error
0.364069
mean_prior_absolute_error
0.364069
mean_prior_absolute_error
0.363988
mean_prior_absolute_error
0.363988
mean_prior_absolute_error
0.363988
mean_prior_absolute_error
0.364095
mean_prior_absolute_error
0.364095
mean_prior_absolute_error
0.364095
mean_prior_absolute_error
0.364095
mean_prior_absolute_error
0.364095
number_of_instances
4885 [1169,3716]
number_of_instances
4885 [1169,3716]
number_of_instances
4884 [1168,3716]
number_of_instances
4884 [1168,3716]
number_of_instances
4884 [1168,3716]
number_of_instances
4884 [1169,3715]
number_of_instances
4884 [1169,3715]
number_of_instances
4884 [1169,3715]
number_of_instances
4884 [1169,3715]
number_of_instances
4884 [1169,3715]
precision
0.835941 [0.723077,0.871447]
precision
0.833657 [0.694779,0.877346]
precision
0.836112 [0.711882,0.875159]
precision
0.844297 [0.732068,0.879573]
precision
0.838436 [0.71928,0.875888]
precision
0.832245 [0.714758,0.869215]
precision
0.836679 [0.72301,0.872448]
precision
0.838245 [0.718816,0.875825]
precision
0.834014 [0.720133,0.869849]
precision
0.835589 [0.719565,0.872099]
predictive_accuracy
0.843808
predictive_accuracy
0.840123
predictive_accuracy
0.843366
predictive_accuracy
0.850942
predictive_accuracy
0.845618
predictive_accuracy
0.8405
predictive_accuracy
0.84439
predictive_accuracy
0.845414
predictive_accuracy
0.842138
predictive_accuracy
0.843366
prior_entropy
0.793862
prior_entropy
0.793862
prior_entropy
0.793862
prior_entropy
0.793862
prior_entropy
0.793862
prior_entropy
0.793862
prior_entropy
0.793862
prior_entropy
0.793862
prior_entropy
0.793862
prior_entropy
0.793862
recall
0.843808 [0.562874,0.932185]
recall
0.840123 [0.591959,0.918192]
recall
0.843366 [0.579623,0.926265]
recall
0.850942 [0.594178,0.931647]
recall
0.845618 [0.581336,0.928687]
recall
0.8405 [0.555175,0.930283]
recall
0.84439 [0.567151,0.931629]
recall
0.845414 [0.581694,0.928398]
recall
0.842138 [0.556886,0.931898]
recall
0.843366 [0.566296,0.930552]
relative_absolute_error
0.600523
relative_absolute_error
0.591805
relative_absolute_error
0.603203
relative_absolute_error
0.58763
relative_absolute_error
0.5931
relative_absolute_error
0.605836
relative_absolute_error
0.590553
relative_absolute_error
0.600789
relative_absolute_error
0.592815
relative_absolute_error
0.595658
root_mean_prior_squared_error
0.426659
root_mean_prior_squared_error
0.426659
root_mean_prior_squared_error
0.426563
root_mean_prior_squared_error
0.426563
root_mean_prior_squared_error
0.426563
root_mean_prior_squared_error
0.426689
root_mean_prior_squared_error
0.426689
root_mean_prior_squared_error
0.426689
root_mean_prior_squared_error
0.426689
root_mean_prior_squared_error
0.426689
root_mean_squared_error
0.332004
root_mean_squared_error
0.327329
root_mean_squared_error
0.327963
root_mean_squared_error
0.323108
root_mean_squared_error
0.328891
root_mean_squared_error
0.331952
root_mean_squared_error
0.329831
root_mean_squared_error
0.328788
root_mean_squared_error
0.327418
root_mean_squared_error
0.329042
root_relative_squared_error
0.778149
root_relative_squared_error
0.767192
root_relative_squared_error
0.76885
root_relative_squared_error
0.757469
root_relative_squared_error
0.771025
root_relative_squared_error
0.777973
root_relative_squared_error
0.773001
root_relative_squared_error
0.770557
root_relative_squared_error
0.767347
root_relative_squared_error
0.771152
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