579559
1
Jan van Rijn
37
Supervised Classification
3564
weka.AttributeSelectedClassifier_J48(1)
6301
weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W weka.classifiers.trees.J48 -- -C 0.25 -M 2
C
0.25
1720
M
2
1720
E
weka.attributeSelection.CfsSubsetEval -P 1 -E 1
3564
S
weka.attributeSelection.BestFirst -D 1 -N 5
3564
W
weka.classifiers.trees.J48
3564
study_70
weka
weka_3.7.13
37
diabetes
https://www.openml.org/data/download/37/dataset_37_diabetes.arff
-1
2001015
description
https://api.openml.org/data/download/2001015/weka_generated_run7760073535353498476.xml
-1
2001017
model_readable
https://api.openml.org/data/download/2001017/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier3274108615826543741.model
-1
2001016
model_serialized
https://api.openml.org/data/download/2001016/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier3421121714668693628.model
-1
2001018
predictions
https://api.openml.org/data/download/2001018/weka_generated_predictions1085278757181115889.arff
area_under_roc_curve
0.783806 [0.783806,0.783806]
average_cost
0
f_measure
0.735531 [0.817587,0.582441]
kappa
0.405695
kb_relative_information_score
243.770551
mean_absolute_error
0.314938
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
0.738493 [0.768014,0.683417]
predictive_accuracy
0.746094
prior_entropy
0.933487
recall
0.746094 [0.874,0.507463]
relative_absolute_error
0.692946
root_mean_prior_squared_error
0.476641
root_mean_squared_error
0.420872
root_relative_squared_error
0.882995
scimark_benchmark
1390.2869 [782.5215649878919, 975.9205194753308, 522.2479703250616, 1262.7360459105068, 3408.008401459305]
total_cost
0
usercpu_time_millis
20
usercpu_time_millis_testing
0
usercpu_time_millis_training
20
area_under_roc_curve
0.850741 [0.850741,0.850741]
area_under_roc_curve
0.742593 [0.742593,0.742593]
area_under_roc_curve
0.827037 [0.827037,0.827037]
area_under_roc_curve
0.818148 [0.818148,0.818148]
area_under_roc_curve
0.774815 [0.774815,0.774815]
area_under_roc_curve
0.807407 [0.807407,0.807407]
area_under_roc_curve
0.690741 [0.690741,0.690741]
area_under_roc_curve
0.71 [0.71,0.71]
area_under_roc_curve
0.760385 [0.760385,0.760385]
area_under_roc_curve
0.736923 [0.736923,0.736923]
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
0.805982 [0.848485,0.727273]
f_measure
0.693171 [0.780952,0.530612]
f_measure
0.775943 [0.834951,0.666667]
f_measure
0.692612 [0.817391,0.461538]
f_measure
0.728321 [0.831858,0.536585]
f_measure
0.734865 [0.807692,0.6]
f_measure
0.694805 [0.8,0.5]
f_measure
0.761921 [0.846847,0.604651]
f_measure
0.69984 [0.792453,0.521739]
f_measure
0.745988 [0.815534,0.612245]
kappa
0.575835
kappa
0.314894
kappa
0.502471
kappa
0.313376
kappa
0.390671
kappa
0.409509
kappa
0.31417
kappa
0.465059
kappa
0.319218
kappa
0.428797
kb_relative_information_score
30.232761
kb_relative_information_score
20.506747
kb_relative_information_score
30.996423
kb_relative_information_score
27.092259
kb_relative_information_score
22.582759
kb_relative_information_score
28.966551
kb_relative_information_score
17.497158
kb_relative_information_score
22.91719
kb_relative_information_score
18.347881
kb_relative_information_score
24.630822
mean_absolute_error
0.290072
mean_absolute_error
0.331061
mean_absolute_error
0.27566
mean_absolute_error
0.295016
mean_absolute_error
0.331029
mean_absolute_error
0.285984
mean_absolute_error
0.356434
mean_absolute_error
0.335874
mean_absolute_error
0.341916
mean_absolute_error
0.306576
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
0.80705 [0.857143,0.714286]
precision
0.691263 [0.745455,0.590909]
precision
0.775208 [0.811321,0.708333]
precision
0.732517 [0.723077,0.75]
precision
0.759946 [0.746032,0.785714]
precision
0.733735 [0.777778,0.652174]
precision
0.703081 [0.733333,0.647059]
precision
0.785222 [0.770492,0.8125]
precision
0.698684 [0.75,0.6]
precision
0.744463 [0.792453,0.652174]
predictive_accuracy
0.805195
predictive_accuracy
0.701299
predictive_accuracy
0.779221
predictive_accuracy
0.727273
predictive_accuracy
0.753247
predictive_accuracy
0.74026
predictive_accuracy
0.714286
predictive_accuracy
0.779221
predictive_accuracy
0.710526
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 [0.84,0.740741]
recall
0.701299 [0.82,0.481481]
recall
0.779221 [0.86,0.62963]
recall
0.727273 [0.94,0.333333]
recall
0.753247 [0.94,0.407407]
recall
0.74026 [0.84,0.555556]
recall
0.714286 [0.88,0.407407]
recall
0.779221 [0.94,0.481481]
recall
0.710526 [0.84,0.461538]
recall
0.75 [0.84,0.576923]
relative_absolute_error
0.637519
relative_absolute_error
0.727605
relative_absolute_error
0.605844
relative_absolute_error
0.648386
relative_absolute_error
0.727534
relative_absolute_error
0.628536
relative_absolute_error
0.783371
relative_absolute_error
0.738183
relative_absolute_error
0.755739
relative_absolute_error
0.677627
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
0.375297
root_mean_squared_error
0.452841
root_mean_squared_error
0.397711
root_mean_squared_error
0.411089
root_mean_squared_error
0.410478
root_mean_squared_error
0.391254
root_mean_squared_error
0.453955
root_mean_squared_error
0.413276
root_mean_squared_error
0.454404
root_mean_squared_error
0.440364
root_relative_squared_error
0.786497
root_relative_squared_error
0.949005
root_relative_squared_error
0.833469
root_relative_squared_error
0.861506
root_relative_squared_error
0.860226
root_relative_squared_error
0.819937
root_relative_squared_error
0.951338
root_relative_squared_error
0.86609
root_relative_squared_error
0.957709
root_relative_squared_error
0.928117
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
100
usercpu_time_millis
50
usercpu_time_millis
50
usercpu_time_millis
30
usercpu_time_millis
20
usercpu_time_millis
20
usercpu_time_millis
20
usercpu_time_millis
10
usercpu_time_millis
20
usercpu_time_millis
20
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
100
usercpu_time_millis_training
50
usercpu_time_millis_training
40
usercpu_time_millis_training
30
usercpu_time_millis_training
20
usercpu_time_millis_training
20
usercpu_time_millis_training
20
usercpu_time_millis_training
10
usercpu_time_millis_training
20
usercpu_time_millis_training
20