256321
2
Joaquin Vanschoren
1795
Supervised Classification
predictive_accuracy
1191
weka.LogitBoost_DecisionStump(3)
2043
weka.classifiers.meta.LogitBoost -- -P 100 -L -1.7976931348623157E308 -H 1.0 -Z 3.0 -O 1 -E 1 -S 1 -I 40 -W weka.classifiers.trees.DecisionStump
P
100
1191
L
-1.7976931348623157E308
1191
H
1.0
1191
Z
3.0
1191
O
1
1191
E
1
1191
S
1
1191
I
40
1191
W
weka.classifiers.trees.DecisionStump
1191
weka
weka_3.7.12
31
credit-g
https://www.openml.org/data/download/31/dataset_31_credit-g.arff
-1
856936
description
https://api.openml.org/data/download/856936/weka_generated_run7423781682412196958.xml
-1
856939
model_readable
https://api.openml.org/data/download/856939/WekaModel_weka.classifiers.meta.LogitBoost7181203032333624020.model
-1
856938
model_serialized
https://api.openml.org/data/download/856938/WekaSerialized_weka.classifiers.meta.LogitBoost7150511060554686905.model
-1
856937
predictions
https://api.openml.org/data/download/856937/weka_generated_predictions6445119873072195630.arff
area_under_roc_curve
0.753882 [0.753882,0.753882]
average_cost
0
f_measure
0.725058 [0.819744,0.504126]
kappa
0.327705
kb_relative_information_score
1053.089765
mean_absolute_error
0.3227
mean_prior_absolute_error
0.42016
number_of_instances
5000 [3500,1500]
os_information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
precision
0.721725 [0.784038,0.576329]
predictive_accuracy
0.7356
prior_entropy
0.881778
recall
0.7356 [0.858857,0.448]
relative_absolute_error
0.76804
root_mean_prior_squared_error
0.458258
root_mean_squared_error
0.425165
root_relative_squared_error
0.927786
scimark_benchmark
1270.242753 [800.4776133056787, 883.1141025596978, 387.4925512363777, 1070.4124649172252, 3209.717031583258]
total_cost
0
usercpu_time_millis
60
usercpu_time_millis_testing
0
usercpu_time_millis_training
60
area_under_roc_curve
0.767171 [0.767171,0.767171]
area_under_roc_curve
0.755048 [0.755048,0.755048]
area_under_roc_curve
0.759286 [0.759286,0.759286]
area_under_roc_curve
0.771819 [0.771819,0.771819]
area_under_roc_curve
0.749781 [0.749781,0.749781]
area_under_roc_curve
0.779229 [0.779229,0.779229]
area_under_roc_curve
0.769619 [0.769619,0.769619]
area_under_roc_curve
0.736943 [0.736943,0.736943]
area_under_roc_curve
0.733648 [0.733648,0.733648]
area_under_roc_curve
0.725124 [0.725124,0.725124]
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
0.730608 [0.81931,0.523636]
f_measure
0.72355 [0.818554,0.501873]
f_measure
0.734509 [0.82768,0.51711]
f_measure
0.720357 [0.809458,0.512456]
f_measure
0.724439 [0.812239,0.519573]
f_measure
0.721731 [0.827128,0.475806]
f_measure
0.733568 [0.825613,0.518797]
f_measure
0.706844 [0.804945,0.477941]
f_measure
0.732101 [0.829071,0.505837]
f_measure
0.721119 [0.822581,0.484375]
kappa
0.345
kappa
0.324187
kappa
0.349385
kappa
0.323123
kappa
0.333004
kappa
0.312896
kappa
0.348269
kappa
0.285714
kappa
0.341286
kappa
0.313929
kb_relative_information_score
112.004898
kb_relative_information_score
110.059973
kb_relative_information_score
103.026484
kb_relative_information_score
100.963451
kb_relative_information_score
103.205536
kb_relative_information_score
114.458934
kb_relative_information_score
103.590924
kb_relative_information_score
97.427792
kb_relative_information_score
112.089811
kb_relative_information_score
96.261962
mean_absolute_error
0.315622
mean_absolute_error
0.315425
mean_absolute_error
0.326698
mean_absolute_error
0.326886
mean_absolute_error
0.32508
mean_absolute_error
0.317261
mean_absolute_error
0.327109
mean_absolute_error
0.326889
mean_absolute_error
0.317982
mean_absolute_error
0.328044
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
0.7272 [0.792,0.576]
precision
0.720098 [0.78329,0.57265]
precision
0.732211 [0.788114,0.60177]
precision
0.716918 [0.788618,0.549618]
precision
0.721105 [0.791328,0.557252]
precision
0.722155 [0.773632,0.602041]
precision
0.730792 [0.789062,0.594828]
precision
0.702429 [0.775132,0.532787]
precision
0.730843 [0.783715,0.607477]
precision
0.719127 [0.77665,0.584906]
predictive_accuracy
0.738
predictive_accuracy
0.734
predictive_accuracy
0.746
predictive_accuracy
0.726
predictive_accuracy
0.73
predictive_accuracy
0.74
predictive_accuracy
0.744
predictive_accuracy
0.716
predictive_accuracy
0.746
predictive_accuracy
0.736
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
0.738 [0.848571,0.48]
recall
0.734 [0.857143,0.446667]
recall
0.746 [0.871429,0.453333]
recall
0.726 [0.831429,0.48]
recall
0.73 [0.834286,0.486667]
recall
0.74 [0.888571,0.393333]
recall
0.744 [0.865714,0.46]
recall
0.716 [0.837143,0.433333]
recall
0.746 [0.88,0.433333]
recall
0.736 [0.874286,0.413333]
relative_absolute_error
0.751195
relative_absolute_error
0.750728
relative_absolute_error
0.777558
relative_absolute_error
0.778005
relative_absolute_error
0.773705
relative_absolute_error
0.755095
relative_absolute_error
0.778535
relative_absolute_error
0.778012
relative_absolute_error
0.756812
relative_absolute_error
0.780759
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
0.421351
root_mean_squared_error
0.426628
root_mean_squared_error
0.422224
root_mean_squared_error
0.418
root_mean_squared_error
0.429862
root_mean_squared_error
0.411905
root_mean_squared_error
0.414704
root_mean_squared_error
0.436111
root_mean_squared_error
0.430787
root_mean_squared_error
0.439216
root_relative_squared_error
0.919463
root_relative_squared_error
0.930978
root_relative_squared_error
0.921368
root_relative_squared_error
0.91215
root_relative_squared_error
0.938035
root_relative_squared_error
0.898851
root_relative_squared_error
0.904959
root_relative_squared_error
0.951672
root_relative_squared_error
0.940055
root_relative_squared_error
0.958448
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
30
usercpu_time_millis
30
usercpu_time_millis
30
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
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
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_training
30
usercpu_time_millis_training
30
usercpu_time_millis_training
30
usercpu_time_millis_training
30
usercpu_time_millis_training
20
usercpu_time_millis_training
30
usercpu_time_millis_training
20
usercpu_time_millis_training
30
usercpu_time_millis_training
30
usercpu_time_millis_training
30