413165
2
Joaquin Vanschoren
1795
Supervised Classification
predictive_accuracy
1188
weka.END_ND_J48(3)
2039
weka.classifiers.meta.END -- -S 1 -I 10 -W weka.classifiers.meta.nestedDichotomies.ND -- -S 1 -W weka.classifiers.trees.J48 -- -C 0.25 -M 2
C
0.25
1068
M
2
1068
S
1
1188
I
10
1188
W
weka.classifiers.meta.nestedDichotomies.ND
1188
S
1
1189
W
weka.classifiers.trees.J48
1189
weka
weka_3.7.12
31
credit-g
https://www.openml.org/data/download/31/dataset_31_credit-g.arff
-1
1440138
description
https://api.openml.org/data/download/1440138/weka_generated_run476249341264091744.xml
-1
1440141
model_readable
https://api.openml.org/data/download/1440141/WekaModel_weka.classifiers.meta.END3377525091570364319.model
-1
1440140
model_serialized
https://api.openml.org/data/download/1440140/WekaSerialized_weka.classifiers.meta.END379189969918918365.model
-1
1440139
predictions
https://api.openml.org/data/download/1440139/weka_generated_predictions8072938358478145130.arff
area_under_roc_curve
0.657771 [0.657771,0.657771]
average_cost
0
f_measure
0.705203 [0.804118,0.474401]
kappa
0.28147
kb_relative_information_score
886.129677
mean_absolute_error
0.337048
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
0.700703 [0.773844,0.530041]
predictive_accuracy
0.7146
prior_entropy
0.881778
recall
0.7146 [0.836857,0.429333]
relative_absolute_error
0.80219
root_mean_prior_squared_error
0.458258
root_mean_squared_error
0.476573
root_relative_squared_error
1.039967
scimark_benchmark
926.585922 [553.2003512620804, 993.0198336334009, 474.0582283856962, 870.0431430611172, 1742.608053324618]
total_cost
0
usercpu_time_millis
20
usercpu_time_millis_testing
10
usercpu_time_millis_training
10
area_under_roc_curve
0.690229 [0.690229,0.690229]
area_under_roc_curve
0.668371 [0.668371,0.668371]
area_under_roc_curve
0.672019 [0.672019,0.672019]
area_under_roc_curve
0.6666 [0.6666,0.6666]
area_under_roc_curve
0.654781 [0.654781,0.654781]
area_under_roc_curve
0.716714 [0.716714,0.716714]
area_under_roc_curve
0.651095 [0.651095,0.651095]
area_under_roc_curve
0.61021 [0.61021,0.61021]
area_under_roc_curve
0.584895 [0.584895,0.584895]
area_under_roc_curve
0.633771 [0.633771,0.633771]
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
0.729516 [0.830441,0.494024]
f_measure
0.709154 [0.793741,0.511785]
f_measure
0.701101 [0.803279,0.462687]
f_measure
0.712759 [0.814614,0.475096]
f_measure
0.70565 [0.793785,0.5]
f_measure
0.735426 [0.82973,0.515385]
f_measure
0.704589 [0.825521,0.422414]
f_measure
0.69251 [0.7894,0.466431]
f_measure
0.674561 [0.776536,0.43662]
f_measure
0.681751 [0.779804,0.452962]
kappa
0.332983
kappa
0.305556
kappa
0.269777
kappa
0.295267
kappa
0.294004
kappa
0.350515
kappa
0.266958
kappa
0.25689
kappa
0.214145
kappa
0.233398
kb_relative_information_score
113.881534
kb_relative_information_score
89.158077
kb_relative_information_score
87.851074
kb_relative_information_score
77.931542
kb_relative_information_score
84.658397
kb_relative_information_score
111.509458
kb_relative_information_score
105.292593
kb_relative_information_score
84.06262
kb_relative_information_score
70.230288
kb_relative_information_score
61.554096
mean_absolute_error
0.320182
mean_absolute_error
0.334592
mean_absolute_error
0.339156
mean_absolute_error
0.345137
mean_absolute_error
0.340063
mean_absolute_error
0.325047
mean_absolute_error
0.325737
mean_absolute_error
0.336922
mean_absolute_error
0.345728
mean_absolute_error
0.357918
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
0.729772 [0.779449,0.613861]
precision
0.70836 [0.790368,0.517007]
precision
0.696371 [0.769634,0.525424]
precision
0.709213 [0.773779,0.558559]
precision
0.703667 [0.784916,0.514085]
precision
0.733753 [0.787179,0.609091]
precision
0.71013 [0.758373,0.597561]
precision
0.688654 [0.771117,0.496241]
precision
0.6705 [0.759563,0.462687]
precision
0.678424 [0.76584,0.474453]
predictive_accuracy
0.746
predictive_accuracy
0.71
predictive_accuracy
0.712
predictive_accuracy
0.726
predictive_accuracy
0.708
predictive_accuracy
0.748
predictive_accuracy
0.732
predictive_accuracy
0.698
predictive_accuracy
0.68
predictive_accuracy
0.686
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
0.746 [0.888571,0.413333]
recall
0.71 [0.797143,0.506667]
recall
0.712 [0.84,0.413333]
recall
0.726 [0.86,0.413333]
recall
0.708 [0.802857,0.486667]
recall
0.748 [0.877143,0.446667]
recall
0.732 [0.905714,0.326667]
recall
0.698 [0.808571,0.44]
recall
0.68 [0.794286,0.413333]
recall
0.686 [0.794286,0.433333]
relative_absolute_error
0.762048
relative_absolute_error
0.796344
relative_absolute_error
0.807207
relative_absolute_error
0.821443
relative_absolute_error
0.809366
relative_absolute_error
0.773627
relative_absolute_error
0.775268
relative_absolute_error
0.801891
relative_absolute_error
0.822848
relative_absolute_error
0.851862
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
0.452185
root_mean_squared_error
0.473198
root_mean_squared_error
0.460664
root_mean_squared_error
0.459021
root_mean_squared_error
0.496203
root_mean_squared_error
0.431603
root_mean_squared_error
0.475355
root_mean_squared_error
0.509113
root_mean_squared_error
0.507453
root_mean_squared_error
0.494726
root_relative_squared_error
0.986747
root_relative_squared_error
1.032602
root_relative_squared_error
1.00525
root_relative_squared_error
1.001666
root_relative_squared_error
1.082804
root_relative_squared_error
0.941834
root_relative_squared_error
1.037309
root_relative_squared_error
1.110976
root_relative_squared_error
1.107354
root_relative_squared_error
1.079579
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
10
usercpu_time_millis
10
usercpu_time_millis
10
usercpu_time_millis
10
usercpu_time_millis
10
usercpu_time_millis
10
usercpu_time_millis
10
usercpu_time_millis
10
usercpu_time_millis
20
usercpu_time_millis
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
10
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
10
usercpu_time_millis_testing
0
usercpu_time_millis_training
10
usercpu_time_millis_training
10
usercpu_time_millis_training
10
usercpu_time_millis_training
10
usercpu_time_millis_training
10
usercpu_time_millis_training
0
usercpu_time_millis_training
10
usercpu_time_millis_training
10
usercpu_time_millis_training
10
usercpu_time_millis_training
10