539712
939
Martijn Post
3662
Supervised Classification
predictive_accuracy
3284
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_HoeffdingTree(3)
4111
weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W weka.classifiers.trees.HoeffdingTree -- -L 2 -S 1 -E 1.0E-7 -H 0.05 -M 0.01 -G 200.0 -N 0.0
L
2
1728
S
1
1728
E
1.0E-7
1728
H
0.05
1728
M
0.01
1728
G
200.0
1728
N
0.0
1728
P
1
2049
E
1
2049
D
1
2050
N
5
2050
E
weka.attributeSelection.CfsSubsetEval
3284
S
weka.attributeSelection.BestFirst
3284
W
weka.classifiers.trees.HoeffdingTree
3284
study_15
study_20
weka
weka_3.7.13
797
fri_c4_1000_50
https://www.openml.org/data/download/53331/fri_c4_1000_50.arff
-1
1841004
description
https://api.openml.org/data/download/1841004/weka_generated_run4883413752533320138.xml
-1
1841006
model_readable
https://api.openml.org/data/download/1841006/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier4093683421302896788.model
-1
1841005
model_serialized
https://api.openml.org/data/download/1841005/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier2743379864121383516.model
-1
1841007
predictions
https://api.openml.org/data/download/1841007/weka_generated_predictions5258584104277204530.arff
area_under_roc_curve
0.709438 [0.709438,0.709438]
average_cost
0
f_measure
0.687109 [0.637209,0.726316]
kappa
0.363785
kb_relative_information_score
207.001924
mean_absolute_error
0.401434
mean_prior_absolute_error
0.492814
number_of_instances
1000 [440,560]
os_information
[Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1]
precision
0.686772 [0.652381,0.713793]
predictive_accuracy
0.688
prior_entropy
0.989629
recall
0.688 [0.622727,0.739286]
relative_absolute_error
0.814575
root_mean_prior_squared_error
0.496387
root_mean_squared_error
0.469818
root_relative_squared_error
0.946476
scimark_benchmark
1732.20663 [962.8709274054642, 1455.4040835438207, 767.7810871359826, 1692.8899570438527, 3782.0870931800364]
total_cost
0
usercpu_time_millis
15.6001
usercpu_time_millis_testing
0
usercpu_time_millis_training
15.6001
area_under_roc_curve
0.583198 [0.583198,0.583198]
area_under_roc_curve
0.659497 [0.659497,0.659497]
area_under_roc_curve
0.685877 [0.685877,0.685877]
area_under_roc_curve
0.743506 [0.743506,0.743506]
area_under_roc_curve
0.650974 [0.650974,0.650974]
area_under_roc_curve
0.712662 [0.712662,0.712662]
area_under_roc_curve
0.679586 [0.679586,0.679586]
area_under_roc_curve
0.758523 [0.758523,0.758523]
area_under_roc_curve
0.719968 [0.719968,0.719968]
area_under_roc_curve
0.887581 [0.887581,0.887581]
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
0.55711 [0.47619,0.62069]
f_measure
0.667112 [0.60241,0.717949]
f_measure
0.699143 [0.651163,0.736842]
f_measure
0.728757 [0.682353,0.765217]
f_measure
0.649537 [0.597701,0.690265]
f_measure
0.671161 [0.645161,0.691589]
f_measure
0.663475 [0.582278,0.727273]
f_measure
0.721012 [0.702128,0.735849]
f_measure
0.7 [0.659091,0.732143]
f_measure
0.807378 [0.765432,0.840336]
kappa
0.098361
kappa
0.322104
kappa
0.388254
kappa
0.448078
kappa
0.288039
kappa
0.338412
kappa
0.315353
kappa
0.44
kappa
0.391234
kappa
0.607762
kb_relative_information_score
6.240191
kb_relative_information_score
14.756685
kb_relative_information_score
19.713224
kb_relative_information_score
25.418731
kb_relative_information_score
15.178176
kb_relative_information_score
20.346654
kb_relative_information_score
21.316513
kb_relative_information_score
25.787021
kb_relative_information_score
21.655286
kb_relative_information_score
36.589443
mean_absolute_error
0.46373
mean_absolute_error
0.42885
mean_absolute_error
0.406575
mean_absolute_error
0.381057
mean_absolute_error
0.425698
mean_absolute_error
0.403523
mean_absolute_error
0.397133
mean_absolute_error
0.378984
mean_absolute_error
0.396725
mean_absolute_error
0.332068
mean_prior_absolute_error
0.492814
mean_prior_absolute_error
0.492814
mean_prior_absolute_error
0.492814
mean_prior_absolute_error
0.492814
mean_prior_absolute_error
0.492814
mean_prior_absolute_error
0.492814
mean_prior_absolute_error
0.492814
mean_prior_absolute_error
0.492814
mean_prior_absolute_error
0.492814
mean_prior_absolute_error
0.492814
number_of_instances
100 [44,56]
number_of_instances
100 [44,56]
number_of_instances
100 [44,56]
number_of_instances
100 [44,56]
number_of_instances
100 [44,56]
number_of_instances
100 [44,56]
number_of_instances
100 [44,56]
number_of_instances
100 [44,56]
number_of_instances
100 [44,56]
number_of_instances
100 [44,56]
precision
0.556 [0.5,0.6]
precision
0.667625 [0.641026,0.688525]
precision
0.698851 [0.666667,0.724138]
precision
0.728847 [0.707317,0.745763]
precision
0.649204 [0.604651,0.684211]
precision
0.675662 [0.612245,0.72549]
precision
0.66822 [0.657143,0.676923]
precision
0.7272 [0.66,0.78]
precision
0.7 [0.659091,0.732143]
precision
0.813093 [0.837838,0.793651]
predictive_accuracy
0.56
predictive_accuracy
0.67
predictive_accuracy
0.7
predictive_accuracy
0.73
predictive_accuracy
0.65
predictive_accuracy
0.67
predictive_accuracy
0.67
predictive_accuracy
0.72
predictive_accuracy
0.7
predictive_accuracy
0.81
prior_entropy
0.989629
prior_entropy
0.989629
prior_entropy
0.989629
prior_entropy
0.989629
prior_entropy
0.989629
prior_entropy
0.989629
prior_entropy
0.989629
prior_entropy
0.989629
prior_entropy
0.989629
prior_entropy
0.989629
recall
0.56 [0.454545,0.642857]
recall
0.67 [0.568182,0.75]
recall
0.7 [0.636364,0.75]
recall
0.73 [0.659091,0.785714]
recall
0.65 [0.590909,0.696429]
recall
0.67 [0.681818,0.660714]
recall
0.67 [0.522727,0.785714]
recall
0.72 [0.75,0.696429]
recall
0.7 [0.659091,0.732143]
recall
0.81 [0.704545,0.892857]
relative_absolute_error
0.940984
relative_absolute_error
0.870206
relative_absolute_error
0.825007
relative_absolute_error
0.773227
relative_absolute_error
0.863811
relative_absolute_error
0.818813
relative_absolute_error
0.805847
relative_absolute_error
0.76902
relative_absolute_error
0.80502
relative_absolute_error
0.67382
root_mean_prior_squared_error
0.496387
root_mean_prior_squared_error
0.496387
root_mean_prior_squared_error
0.496387
root_mean_prior_squared_error
0.496387
root_mean_prior_squared_error
0.496387
root_mean_prior_squared_error
0.496387
root_mean_prior_squared_error
0.496387
root_mean_prior_squared_error
0.496387
root_mean_prior_squared_error
0.496387
root_mean_prior_squared_error
0.496387
root_mean_squared_error
0.518729
root_mean_squared_error
0.488463
root_mean_squared_error
0.481727
root_mean_squared_error
0.451763
root_mean_squared_error
0.495396
root_mean_squared_error
0.47147
root_mean_squared_error
0.484003
root_mean_squared_error
0.443774
root_mean_squared_error
0.467384
root_mean_squared_error
0.382258
root_relative_squared_error
1.045009
root_relative_squared_error
0.984037
root_relative_squared_error
0.970466
root_relative_squared_error
0.910102
root_relative_squared_error
0.998004
root_relative_squared_error
0.949803
root_relative_squared_error
0.975052
root_relative_squared_error
0.894007
root_relative_squared_error
0.941572
root_relative_squared_error
0.77008
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
15.6001
usercpu_time_millis
15.6001
usercpu_time_millis
15.6001
usercpu_time_millis
15.6001
usercpu_time_millis
15.6001
usercpu_time_millis
0
usercpu_time_millis
15.6001
usercpu_time_millis
15.6001
usercpu_time_millis
15.6001
usercpu_time_millis
15.6001
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_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
15.6001
usercpu_time_millis_training
15.6001
usercpu_time_millis_training
15.6001
usercpu_time_millis_training
15.6001
usercpu_time_millis_training
15.6001
usercpu_time_millis_training
0
usercpu_time_millis_training
15.6001
usercpu_time_millis_training
15.6001
usercpu_time_millis_training
15.6001
usercpu_time_millis_training
15.6001