452554
2
Joaquin Vanschoren
1795
Supervised Classification
predictive_accuracy
1199
weka.ADTree(4)
2069
weka.classifiers.trees.ADTree -- -B 10 -E -3 -S 1
B
10
1199
E
-3
1199
S
1
1199
weka
weka_3.7.12
31
credit-g
https://www.openml.org/data/download/31/dataset_31_credit-g.arff
-1
1588245
description
https://api.openml.org/data/download/1588245/weka_generated_run8613787051892520455.xml
-1
1588248
model_readable
https://api.openml.org/data/download/1588248/WekaModel_weka.classifiers.trees.ADTree8825961216503931107.model
-1
1588247
model_serialized
https://api.openml.org/data/download/1588247/WekaSerialized_weka.classifiers.trees.ADTree6003531592356436492.model
-1
1588246
predictions
https://api.openml.org/data/download/1588246/weka_generated_predictions3484122185301570067.arff
area_under_roc_curve
0.712733 [0.712733,0.712733]
average_cost
0
f_measure
0.68489 [0.800644,0.414797]
kappa
0.224066
kb_relative_information_score
218.919837
mean_absolute_error
0.385495
mean_prior_absolute_error
0.42016
number_of_instances
5000 [3500,1500]
os_information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.679835 [0.754231,0.506244]
predictive_accuracy
0.7026
prior_entropy
0.881778
recall
0.7026 [0.853143,0.351333]
relative_absolute_error
0.917495
root_mean_prior_squared_error
0.458258
root_mean_squared_error
0.436701
root_relative_squared_error
0.952959
scimark_benchmark
935.200167 [542.7008858885621, 1006.2427814264379, 480.2065271424506, 901.4580491325925, 1745.3925929109241]
total_cost
0
usercpu_time_millis
70
usercpu_time_millis_testing
0
usercpu_time_millis_training
70
area_under_roc_curve
0.704762 [0.704762,0.704762]
area_under_roc_curve
0.708229 [0.708229,0.708229]
area_under_roc_curve
0.708829 [0.708829,0.708829]
area_under_roc_curve
0.717362 [0.717362,0.717362]
area_under_roc_curve
0.743114 [0.743114,0.743114]
area_under_roc_curve
0.703733 [0.703733,0.703733]
area_under_roc_curve
0.69979 [0.69979,0.69979]
area_under_roc_curve
0.677571 [0.677571,0.677571]
area_under_roc_curve
0.727686 [0.727686,0.727686]
area_under_roc_curve
0.698781 [0.698781,0.698781]
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
0.673129 [0.80315,0.369748]
f_measure
0.691179 [0.806409,0.422311]
f_measure
0.666691 [0.817722,0.314286]
f_measure
0.701414 [0.780204,0.517572]
f_measure
0.697754 [0.802721,0.45283]
f_measure
0.642592 [0.799489,0.276498]
f_measure
0.67274 [0.786395,0.407547]
f_measure
0.665089 [0.80415,0.340611]
f_measure
0.705369 [0.783115,0.523962]
f_measure
0.700395 [0.818421,0.425]
kappa
0.190065
kappa
0.238445
kappa
0.172414
kappa
0.298327
kappa
0.260204
kappa
0.111991
kappa
0.19898
kappa
0.168502
kappa
0.307621
kappa
0.258065
kb_relative_information_score
13.452488
kb_relative_information_score
25.754935
kb_relative_information_score
26.318019
kb_relative_information_score
14.013577
kb_relative_information_score
29.007337
kb_relative_information_score
30.379207
kb_relative_information_score
11.485509
kb_relative_information_score
11.718166
kb_relative_information_score
33.320317
kb_relative_information_score
23.470281
mean_absolute_error
0.396872
mean_absolute_error
0.382677
mean_absolute_error
0.380678
mean_absolute_error
0.390481
mean_absolute_error
0.382603
mean_absolute_error
0.376908
mean_absolute_error
0.389005
mean_absolute_error
0.390269
mean_absolute_error
0.378253
mean_absolute_error
0.387199
mean_prior_absolute_error
0.42016
mean_prior_absolute_error
0.42016
mean_prior_absolute_error
0.42016
mean_prior_absolute_error
0.42016
mean_prior_absolute_error
0.42016
mean_prior_absolute_error
0.42016
mean_prior_absolute_error
0.42016
mean_prior_absolute_error
0.42016
mean_prior_absolute_error
0.42016
mean_prior_absolute_error
0.42016
number_of_instances
500 [350,150]
number_of_instances
500 [350,150]
number_of_instances
500 [350,150]
number_of_instances
500 [350,150]
number_of_instances
500 [350,150]
number_of_instances
500 [350,150]
number_of_instances
500 [350,150]
number_of_instances
500 [350,150]
number_of_instances
500 [350,150]
number_of_instances
500 [350,150]
precision
0.669903 [0.742718,0.5]
precision
0.68725 [0.756892,0.524752]
precision
0.678864 [0.734091,0.55]
precision
0.705756 [0.795252,0.496933]
precision
0.692885 [0.766234,0.521739]
precision
0.640333 [0.722864,0.447761]
precision
0.666324 [0.750649,0.469565]
precision
0.663541 [0.736342,0.493671]
precision
0.709674 [0.79822,0.503067]
precision
0.700976 [0.758537,0.566667]
predictive_accuracy
0.7
predictive_accuracy
0.71
predictive_accuracy
0.712
predictive_accuracy
0.698
predictive_accuracy
0.71
predictive_accuracy
0.686
predictive_accuracy
0.686
predictive_accuracy
0.698
predictive_accuracy
0.702
predictive_accuracy
0.724
prior_entropy
0.881778
prior_entropy
0.881778
prior_entropy
0.881778
prior_entropy
0.881778
prior_entropy
0.881778
prior_entropy
0.881778
prior_entropy
0.881778
prior_entropy
0.881778
prior_entropy
0.881778
prior_entropy
0.881778
recall
0.7 [0.874286,0.293333]
recall
0.71 [0.862857,0.353333]
recall
0.712 [0.922857,0.22]
recall
0.698 [0.765714,0.54]
recall
0.71 [0.842857,0.4]
recall
0.686 [0.894286,0.2]
recall
0.686 [0.825714,0.36]
recall
0.698 [0.885714,0.26]
recall
0.702 [0.768571,0.546667]
recall
0.724 [0.888571,0.34]
relative_absolute_error
0.944575
relative_absolute_error
0.91079
relative_absolute_error
0.906033
relative_absolute_error
0.929364
relative_absolute_error
0.910613
relative_absolute_error
0.897058
relative_absolute_error
0.925851
relative_absolute_error
0.928858
relative_absolute_error
0.900259
relative_absolute_error
0.921553
root_mean_prior_squared_error
0.458258
root_mean_prior_squared_error
0.458258
root_mean_prior_squared_error
0.458258
root_mean_prior_squared_error
0.458258
root_mean_prior_squared_error
0.458258
root_mean_prior_squared_error
0.458258
root_mean_prior_squared_error
0.458258
root_mean_prior_squared_error
0.458258
root_mean_prior_squared_error
0.458258
root_mean_prior_squared_error
0.458258
root_mean_squared_error
0.443434
root_mean_squared_error
0.438014
root_mean_squared_error
0.431284
root_mean_squared_error
0.436228
root_mean_squared_error
0.427855
root_mean_squared_error
0.430386
root_mean_squared_error
0.442609
root_mean_squared_error
0.44708
root_mean_squared_error
0.431595
root_mean_squared_error
0.438105
root_relative_squared_error
0.967651
root_relative_squared_error
0.955824
root_relative_squared_error
0.941139
root_relative_squared_error
0.951927
root_relative_squared_error
0.933655
root_relative_squared_error
0.939178
root_relative_squared_error
0.965851
root_relative_squared_error
0.975608
root_relative_squared_error
0.941818
root_relative_squared_error
0.956024
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
20
usercpu_time_millis
20
usercpu_time_millis
20
usercpu_time_millis
20
usercpu_time_millis
30
usercpu_time_millis
20
usercpu_time_millis
30
usercpu_time_millis
20
usercpu_time_millis
30
usercpu_time_millis
30
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
10
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_training
20
usercpu_time_millis_training
20
usercpu_time_millis_training
20
usercpu_time_millis_training
20
usercpu_time_millis_training
30
usercpu_time_millis_training
20
usercpu_time_millis_training
20
usercpu_time_millis_training
20
usercpu_time_millis_training
30
usercpu_time_millis_training
30