577283
1
Jan van Rijn
37
Supervised Classification
3986
weka.AttributeSelectedClassifier_DTNB(1)
6294
weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W weka.classifiers.rules.DTNB -- -X 1
X
1
2259
E
weka.attributeSelection.CfsSubsetEval -P 1 -E 1
3986
S
weka.attributeSelection.BestFirst -D 1 -N 5
3986
W
weka.classifiers.rules.DTNB
3986
study_70
weka
weka_3.7.13
37
diabetes
https://www.openml.org/data/download/37/dataset_37_diabetes.arff
-1
1991901
description
https://api.openml.org/data/download/1991901/weka_generated_run2147043470330072254.xml
-1
1991903
model_readable
https://api.openml.org/data/download/1991903/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier400510561221920483.model
-1
1991902
model_serialized
https://api.openml.org/data/download/1991902/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier6432657051335307256.model
-1
1991904
predictions
https://api.openml.org/data/download/1991904/weka_generated_predictions245572623400792216.arff
area_under_roc_curve
0.804616 [0.804616,0.804616]
average_cost
0
f_measure
0.74182 [0.811229,0.612326]
kappa
0.424761
kb_relative_information_score
241.125222
mean_absolute_error
0.313752
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
0.740474 [0.786116,0.655319]
predictive_accuracy
0.746094
prior_entropy
0.933487
recall
0.746094 [0.838,0.574627]
relative_absolute_error
0.690337
root_mean_prior_squared_error
0.476641
root_mean_squared_error
0.413321
root_relative_squared_error
0.867154
scimark_benchmark
1398.849361 [786.4023911204414, 977.4055134581852, 542.8421636341519, 1299.6728071678294, 3387.9239281048667]
total_cost
0
usercpu_time_millis
60
usercpu_time_millis_testing
0
usercpu_time_millis_training
60
area_under_roc_curve
0.864074 [0.864074,0.864074]
area_under_roc_curve
0.765185 [0.765185,0.765185]
area_under_roc_curve
0.874074 [0.874074,0.874074]
area_under_roc_curve
0.77 [0.77,0.77]
area_under_roc_curve
0.762222 [0.762222,0.762222]
area_under_roc_curve
0.835556 [0.835556,0.835556]
area_under_roc_curve
0.792222 [0.792222,0.792222]
area_under_roc_curve
0.834815 [0.834815,0.834815]
area_under_roc_curve
0.764615 [0.764615,0.764615]
area_under_roc_curve
0.796154 [0.796154,0.796154]
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
0.793757 [0.862385,0.666667]
f_measure
0.66706 [0.781818,0.454545]
f_measure
0.807309 [0.845361,0.736842]
f_measure
0.688826 [0.785047,0.510638]
f_measure
0.669441 [0.717391,0.580645]
f_measure
0.781617 [0.824742,0.701754]
f_measure
0.749583 [0.815534,0.627451]
f_measure
0.801948 [0.875,0.666667]
f_measure
0.688477 [0.780952,0.510638]
f_measure
0.748787 [0.811881,0.627451]
kappa
0.536703
kappa
0.251822
kappa
0.582882
kappa
0.302481
kappa
0.305825
kappa
0.527266
kappa
0.443938
kappa
0.555281
kappa
0.295161
kappa
0.439441
kb_relative_information_score
30.559581
kb_relative_information_score
18.829986
kb_relative_information_score
30.632918
kb_relative_information_score
19.19769
kb_relative_information_score
16.157649
kb_relative_information_score
26.643015
kb_relative_information_score
23.476579
kb_relative_information_score
31.030252
kb_relative_information_score
21.248657
kb_relative_information_score
23.348895
mean_absolute_error
0.285733
mean_absolute_error
0.339448
mean_absolute_error
0.282497
mean_absolute_error
0.339865
mean_absolute_error
0.35628
mean_absolute_error
0.305452
mean_absolute_error
0.318129
mean_absolute_error
0.281002
mean_absolute_error
0.319958
mean_absolute_error
0.309176
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
0.809487 [0.79661,0.833333]
precision
0.671632 [0.716667,0.588235]
precision
0.811909 [0.87234,0.7]
precision
0.688859 [0.736842,0.6]
precision
0.690538 [0.785714,0.514286]
precision
0.786405 [0.851064,0.666667]
precision
0.748346 [0.792453,0.666667]
precision
0.840469 [0.790323,0.933333]
precision
0.685919 [0.745455,0.571429]
precision
0.747843 [0.803922,0.64]
predictive_accuracy
0.805195
predictive_accuracy
0.688312
predictive_accuracy
0.805195
predictive_accuracy
0.701299
predictive_accuracy
0.662338
predictive_accuracy
0.779221
predictive_accuracy
0.753247
predictive_accuracy
0.818182
predictive_accuracy
0.697368
predictive_accuracy
0.75
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
0.805195 [0.94,0.555556]
recall
0.688312 [0.86,0.37037]
recall
0.805195 [0.82,0.777778]
recall
0.701299 [0.84,0.444444]
recall
0.662338 [0.66,0.666667]
recall
0.779221 [0.8,0.740741]
recall
0.753247 [0.84,0.592593]
recall
0.818182 [0.98,0.518519]
recall
0.697368 [0.82,0.461538]
recall
0.75 [0.82,0.615385]
relative_absolute_error
0.627983
relative_absolute_error
0.746039
relative_absolute_error
0.620871
relative_absolute_error
0.746954
relative_absolute_error
0.783032
relative_absolute_error
0.671323
relative_absolute_error
0.699184
relative_absolute_error
0.617586
relative_absolute_error
0.707205
relative_absolute_error
0.683374
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
0.371023
root_mean_squared_error
0.447131
root_mean_squared_error
0.37351
root_mean_squared_error
0.438292
root_mean_squared_error
0.431656
root_mean_squared_error
0.392612
root_mean_squared_error
0.425197
root_mean_squared_error
0.389207
root_mean_squared_error
0.439734
root_mean_squared_error
0.41637
root_relative_squared_error
0.77754
root_relative_squared_error
0.937037
root_relative_squared_error
0.782752
root_relative_squared_error
0.918515
root_relative_squared_error
0.904608
root_relative_squared_error
0.822784
root_relative_squared_error
0.89107
root_relative_squared_error
0.815648
root_relative_squared_error
0.92679
root_relative_squared_error
0.877548
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
140
usercpu_time_millis
90
usercpu_time_millis
130
usercpu_time_millis
60
usercpu_time_millis
30
usercpu_time_millis
50
usercpu_time_millis
50
usercpu_time_millis
50
usercpu_time_millis
50
usercpu_time_millis
40
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
10
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
140
usercpu_time_millis_training
90
usercpu_time_millis_training
120
usercpu_time_millis_training
60
usercpu_time_millis_training
30
usercpu_time_millis_training
50
usercpu_time_millis_training
50
usercpu_time_millis_training
50
usercpu_time_millis_training
50
usercpu_time_millis_training
40