194036
2
Joaquin Vanschoren
1795
Supervised Classification
predictive_accuracy
1177
weka.SimpleLogistic(3)
2019
weka.classifiers.functions.SimpleLogistic -- -I 0 -M 500 -H 50 -W 0.0
I
0
1177
M
500
1177
H
50
1177
W
0.0
1177
weka
weka_3.7.12
31
credit-g
https://www.openml.org/data/download/31/dataset_31_credit-g.arff
-1
639161
description
https://api.openml.org/data/download/639161/weka_generated_run7844631176674609324.xml
-1
639164
model_readable
https://api.openml.org/data/download/639164/WekaModel_weka.classifiers.functions.SimpleLogistic6771741727819571307.model
-1
639163
model_serialized
https://api.openml.org/data/download/639163/WekaSerialized_weka.classifiers.functions.SimpleLogistic9020066451203693004.model
-1
639162
predictions
https://api.openml.org/data/download/639162/weka_generated_predictions3818605857708164916.arff
area_under_roc_curve
0.762463 [0.762463,0.762463]
average_cost
0
f_measure
0.732088 [0.823867,0.517937]
kappa
0.345311
kb_relative_information_score
1047.0932
mean_absolute_error
0.324702
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
0.729061 [0.788964,0.589286]
predictive_accuracy
0.742
prior_entropy
0.881778
recall
0.742 [0.862,0.462]
relative_absolute_error
0.772807
root_mean_prior_squared_error
0.458258
root_mean_squared_error
0.417803
root_relative_squared_error
0.911721
scimark_benchmark
915.932351 [513.1628578603465, 1011.5249537742577, 478.0684770170223, 846.4449133594461, 1730.4605539495203]
total_cost
0
usercpu_time_millis
530
usercpu_time_millis_testing
0
usercpu_time_millis_training
530
area_under_roc_curve
0.774629 [0.774629,0.774629]
area_under_roc_curve
0.751029 [0.751029,0.751029]
area_under_roc_curve
0.78261 [0.78261,0.78261]
area_under_roc_curve
0.783562 [0.783562,0.783562]
area_under_roc_curve
0.771248 [0.771248,0.771248]
area_under_roc_curve
0.784133 [0.784133,0.784133]
area_under_roc_curve
0.776305 [0.776305,0.776305]
area_under_roc_curve
0.743829 [0.743829,0.743829]
area_under_roc_curve
0.74379 [0.74379,0.74379]
area_under_roc_curve
0.72699 [0.72699,0.72699]
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
0.715235 [0.813097,0.486891]
f_measure
0.716916 [0.814714,0.488722]
f_measure
0.748793 [0.831956,0.554745]
f_measure
0.743684 [0.820874,0.563574]
f_measure
0.752262 [0.835165,0.558824]
f_measure
0.721454 [0.82959,0.469136]
f_measure
0.749436 [0.831492,0.557971]
f_measure
0.721079 [0.817439,0.496241]
f_measure
0.733775 [0.833111,0.501992]
f_measure
0.714338 [0.810959,0.488889]
kappa
0.303862
kappa
0.307536
kappa
0.388778
kappa
0.38469
kappa
0.396378
kappa
0.310897
kappa
0.391218
kappa
0.317719
kappa
0.343487
kappa
0.30303
kb_relative_information_score
105.290468
kb_relative_information_score
117.539407
kb_relative_information_score
118.70888
kb_relative_information_score
95.884026
kb_relative_information_score
107.419061
kb_relative_information_score
113.84755
kb_relative_information_score
102.627118
kb_relative_information_score
88.69089
kb_relative_information_score
107.553619
kb_relative_information_score
89.532183
mean_absolute_error
0.321428
mean_absolute_error
0.310812
mean_absolute_error
0.314987
mean_absolute_error
0.331982
mean_absolute_error
0.325332
mean_absolute_error
0.321283
mean_absolute_error
0.32678
mean_absolute_error
0.335775
mean_absolute_error
0.326145
mean_absolute_error
0.332501
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
0.711314 [0.778068,0.555556]
precision
0.713156 [0.778646,0.560345]
precision
0.746105 [0.803191,0.612903]
precision
0.741878 [0.810585,0.58156]
precision
0.749848 [0.804233,0.622951]
precision
0.72392 [0.771499,0.612903]
precision
0.746702 [0.804813,0.611111]
precision
0.717565 [0.78125,0.568966]
precision
0.734497 [0.781955,0.623762]
precision
0.710263 [0.778947,0.55]
predictive_accuracy
0.726
predictive_accuracy
0.728
predictive_accuracy
0.756
predictive_accuracy
0.746
predictive_accuracy
0.76
predictive_accuracy
0.742
predictive_accuracy
0.756
predictive_accuracy
0.732
predictive_accuracy
0.75
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
0.726 [0.851429,0.433333]
recall
0.728 [0.854286,0.433333]
recall
0.756 [0.862857,0.506667]
recall
0.746 [0.831429,0.546667]
recall
0.76 [0.868571,0.506667]
recall
0.742 [0.897143,0.38]
recall
0.756 [0.86,0.513333]
recall
0.732 [0.857143,0.44]
recall
0.75 [0.891429,0.42]
recall
0.724 [0.845714,0.44]
relative_absolute_error
0.765014
relative_absolute_error
0.739746
relative_absolute_error
0.749684
relative_absolute_error
0.790133
relative_absolute_error
0.774305
relative_absolute_error
0.764668
relative_absolute_error
0.777751
relative_absolute_error
0.79916
relative_absolute_error
0.77624
relative_absolute_error
0.791369
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
0.414955
root_mean_squared_error
0.426867
root_mean_squared_error
0.409087
root_mean_squared_error
0.410525
root_mean_squared_error
0.410342
root_mean_squared_error
0.40655
root_mean_squared_error
0.414254
root_mean_squared_error
0.426011
root_mean_squared_error
0.420733
root_mean_squared_error
0.437651
root_relative_squared_error
0.905506
root_relative_squared_error
0.9315
root_relative_squared_error
0.8927
root_relative_squared_error
0.895839
root_relative_squared_error
0.89544
root_relative_squared_error
0.887164
root_relative_squared_error
0.903977
root_relative_squared_error
0.929632
root_relative_squared_error
0.918113
root_relative_squared_error
0.955032
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
240
usercpu_time_millis
260
usercpu_time_millis
220
usercpu_time_millis
180
usercpu_time_millis
230
usercpu_time_millis
190
usercpu_time_millis
240
usercpu_time_millis
160
usercpu_time_millis
220
usercpu_time_millis
240
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
240
usercpu_time_millis_training
260
usercpu_time_millis_training
220
usercpu_time_millis_training
180
usercpu_time_millis_training
230
usercpu_time_millis_training
190
usercpu_time_millis_training
240
usercpu_time_millis_training
160
usercpu_time_millis_training
220
usercpu_time_millis_training
240