579598
1
Jan van Rijn
37
Supervised Classification
3993
weka.AttributeSelectedClassifier_SimpleLogistic(1)
6302
weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W weka.classifiers.functions.SimpleLogistic -- -I 0 -M 500 -H 50 -W 0.0
I
0
2010
M
500
2010
H
50
2010
W
0.0
2010
E
weka.attributeSelection.CfsSubsetEval -P 1 -E 1
3993
S
weka.attributeSelection.BestFirst -D 1 -N 5
3993
W
weka.classifiers.functions.SimpleLogistic
3993
study_70
weka
weka_3.7.13
37
diabetes
https://www.openml.org/data/download/37/dataset_37_diabetes.arff
-1
2001171
description
https://api.openml.org/data/download/2001171/weka_generated_run6131056997769343356.xml
-1
2001173
model_readable
https://api.openml.org/data/download/2001173/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier7403030235887625356.model
-1
2001172
model_serialized
https://api.openml.org/data/download/2001172/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier2843550337645891591.model
-1
2001174
predictions
https://api.openml.org/data/download/2001174/weka_generated_predictions4064676670463766747.arff
area_under_roc_curve
0.821187 [0.821187,0.821187]
average_cost
0
f_measure
0.762189 [0.834586,0.627119]
kappa
0.46606
kb_relative_information_score
227.64403
mean_absolute_error
0.327698
mean_prior_absolute_error
0.454491
number_of_instances
768 [500,268]
os_information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
precision
0.765688 [0.787234,0.72549]
predictive_accuracy
0.770833
prior_entropy
0.933487
recall
0.770833 [0.888,0.552239]
relative_absolute_error
0.721022
root_mean_prior_squared_error
0.476641
root_mean_squared_error
0.402207
root_relative_squared_error
0.843837
scimark_benchmark
1377.551035 [735.3459022377933, 974.1936118978863, 522.7564514183288, 1254.8779400452024, 3400.581267088397]
total_cost
0
usercpu_time_millis
110
usercpu_time_millis_testing
0
usercpu_time_millis_training
110
area_under_roc_curve
0.92 [0.92,0.92]
area_under_roc_curve
0.721481 [0.721481,0.721481]
area_under_roc_curve
0.861481 [0.861481,0.861481]
area_under_roc_curve
0.811111 [0.811111,0.811111]
area_under_roc_curve
0.786667 [0.786667,0.786667]
area_under_roc_curve
0.883704 [0.883704,0.883704]
area_under_roc_curve
0.782222 [0.782222,0.782222]
area_under_roc_curve
0.834815 [0.834815,0.834815]
area_under_roc_curve
0.835385 [0.835385,0.835385]
area_under_roc_curve
0.821538 [0.821538,0.821538]
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
0.842687 [0.882353,0.769231]
f_measure
0.693171 [0.780952,0.530612]
f_measure
0.773213 [0.838095,0.653061]
f_measure
0.711259 [0.807339,0.533333]
f_measure
0.79706 [0.859813,0.680851]
f_measure
0.840919 [0.884615,0.76]
f_measure
0.688826 [0.785047,0.510638]
f_measure
0.766258 [0.844037,0.622222]
f_measure
0.745728 [0.836364,0.571429]
f_measure
0.754415 [0.830189,0.608696]
kappa
0.651846
kappa
0.314894
kappa
0.493617
kappa
0.351384
kappa
0.545096
kappa
0.645706
kappa
0.302481
kappa
0.47493
kappa
0.420339
kappa
0.442997
kb_relative_information_score
33.017808
kb_relative_information_score
15.589106
kb_relative_information_score
24.989198
kb_relative_information_score
19.319162
kb_relative_information_score
21.071256
kb_relative_information_score
25.388889
kb_relative_information_score
18.72265
kb_relative_information_score
23.987194
kb_relative_information_score
22.804821
kb_relative_information_score
22.753946
mean_absolute_error
0.279745
mean_absolute_error
0.362398
mean_absolute_error
0.317802
mean_absolute_error
0.344132
mean_absolute_error
0.341827
mean_absolute_error
0.320376
mean_absolute_error
0.34789
mean_absolute_error
0.323289
mean_absolute_error
0.319766
mean_absolute_error
0.319549
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.452427
mean_prior_absolute_error
0.452427
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
76 [50,26]
number_of_instances
76 [50,26]
precision
0.842458 [0.865385,0.8]
precision
0.691263 [0.745455,0.590909]
precision
0.774498 [0.8,0.727273]
precision
0.718028 [0.745763,0.666667]
precision
0.804557 [0.807018,0.8]
precision
0.842817 [0.851852,0.826087]
precision
0.688859 [0.736842,0.6]
precision
0.779001 [0.779661,0.777778]
precision
0.760965 [0.766667,0.75]
precision
0.756391 [0.785714,0.7]
predictive_accuracy
0.844156
predictive_accuracy
0.701299
predictive_accuracy
0.779221
predictive_accuracy
0.727273
predictive_accuracy
0.805195
predictive_accuracy
0.844156
predictive_accuracy
0.701299
predictive_accuracy
0.779221
predictive_accuracy
0.763158
predictive_accuracy
0.763158
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
recall
0.844156 [0.9,0.740741]
recall
0.701299 [0.82,0.481481]
recall
0.779221 [0.88,0.592593]
recall
0.727273 [0.88,0.444444]
recall
0.805195 [0.92,0.592593]
recall
0.844156 [0.92,0.703704]
recall
0.701299 [0.84,0.444444]
recall
0.779221 [0.92,0.518519]
recall
0.763158 [0.92,0.461538]
recall
0.763158 [0.88,0.538462]
relative_absolute_error
0.614822
relative_absolute_error
0.796477
relative_absolute_error
0.698466
relative_absolute_error
0.756334
relative_absolute_error
0.751267
relative_absolute_error
0.704123
relative_absolute_error
0.764592
relative_absolute_error
0.710524
relative_absolute_error
0.706781
relative_absolute_error
0.706301
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.47447
root_mean_prior_squared_error
0.47447
root_mean_squared_error
0.341564
root_mean_squared_error
0.465348
root_mean_squared_error
0.38763
root_mean_squared_error
0.417296
root_mean_squared_error
0.406446
root_mean_squared_error
0.370725
root_mean_squared_error
0.425293
root_mean_squared_error
0.39418
root_mean_squared_error
0.399418
root_mean_squared_error
0.402055
root_relative_squared_error
0.715805
root_relative_squared_error
0.975214
root_relative_squared_error
0.812343
root_relative_squared_error
0.874512
root_relative_squared_error
0.851776
root_relative_squared_error
0.776915
root_relative_squared_error
0.891273
root_relative_squared_error
0.82607
root_relative_squared_error
0.841819
root_relative_squared_error
0.847377
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
320
usercpu_time_millis
190
usercpu_time_millis
130
usercpu_time_millis
110
usercpu_time_millis
100
usercpu_time_millis
90
usercpu_time_millis
100
usercpu_time_millis
90
usercpu_time_millis
80
usercpu_time_millis
90
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
320
usercpu_time_millis_training
190
usercpu_time_millis_training
130
usercpu_time_millis_training
110
usercpu_time_millis_training
100
usercpu_time_millis_training
90
usercpu_time_millis_training
100
usercpu_time_millis_training
90
usercpu_time_millis_training
80
usercpu_time_millis_training
90