272018
2
Joaquin Vanschoren
1795
Supervised Classification
predictive_accuracy
1112
weka.LibLINEAR(1)
1880
weka.classifiers.functions.LibLINEAR -- -S 1 -C 1.0 -E 0.01 -B 1.0
S
1
1112
C
1.0
1112
E
0.01
1112
B
1.0
1112
weka
weka_3.7.12
31
credit-g
https://www.openml.org/data/download/31/dataset_31_credit-g.arff
-1
910833
description
https://api.openml.org/data/download/910833/weka_generated_run5992711993862214283.xml
-1
910836
model_readable
https://api.openml.org/data/download/910836/WekaModel_weka.classifiers.functions.LibLINEAR2734947365211445960.model
-1
910835
model_serialized
https://api.openml.org/data/download/910835/WekaSerialized_weka.classifiers.functions.LibLINEAR5359718245706185992.model
-1
910834
predictions
https://api.openml.org/data/download/910834/weka_generated_predictions1908918575677952980.arff
area_under_roc_curve
0.523238 [0.523238,0.523238]
average_cost
0
f_measure
0.566978 [0.64798,0.377975]
kappa
0.04161
kb_relative_information_score
-740.026407
mean_absolute_error
0.4496
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
0.598762 [0.716909,0.323084]
predictive_accuracy
0.5504
prior_entropy
0.881778
recall
0.5504 [0.591143,0.455333]
relative_absolute_error
1.070069
root_mean_prior_squared_error
0.458258
root_mean_squared_error
0.670522
root_relative_squared_error
1.463199
scimark_benchmark
1261.729759 [820.433066540156, 762.5465159538953, 525.5711370641343, 1059.5958060841647, 3140.5022715002706]
total_cost
0
usercpu_time_millis
160
usercpu_time_millis_testing
0
usercpu_time_millis_training
160
area_under_roc_curve
0.516667 [0.516667,0.516667]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.504286 [0.504286,0.504286]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.6 [0.6,0.6]
area_under_roc_curve
0.53619 [0.53619,0.53619]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.563333 [0.563333,0.563333]
area_under_roc_curve
0.511905 [0.511905,0.511905]
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
0.194486 [0.076712,0.469291]
f_measure
0.576471 [0.823529,0]
f_measure
0.576471 [0.823529,0]
f_measure
0.151002 [0.016997,0.463679]
f_measure
0.576471 [0.823529,0]
f_measure
0.623303 [0.688889,0.47027]
f_measure
0.631328 [0.815271,0.202128]
f_measure
0.576471 [0.823529,0]
f_measure
0.421068 [0.394794,0.482375]
f_measure
0.189706 [0.071233,0.466142]
kappa
0.020349
kappa
0
kappa
0
kappa
0.005161
kappa
0
kappa
0.176471
kappa
0.09201
kappa
0
kappa
0.087042
kappa
0.014535
kb_relative_information_score
-360.355487
kb_relative_information_score
116.899257
kb_relative_information_score
116.899257
kb_relative_information_score
-385.877131
kb_relative_information_score
116.899257
kb_relative_information_score
-0.500306
kb_relative_information_score
116.899257
kb_relative_information_score
116.899257
kb_relative_information_score
-212.329952
kb_relative_information_score
-365.459816
mean_absolute_error
0.674
mean_absolute_error
0.3
mean_absolute_error
0.3
mean_absolute_error
0.694
mean_absolute_error
0.3
mean_absolute_error
0.392
mean_absolute_error
0.3
mean_absolute_error
0.3
mean_absolute_error
0.558
mean_absolute_error
0.678
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
0.745498 [0.933333,0.307216]
precision
0.49 [0.7,0]
precision
0.49 [0.7,0]
precision
0.790543 [1,0.301811]
precision
0.49 [0.7,0]
precision
0.661136 [0.775,0.395455]
precision
0.651515 [0.71645,0.5]
precision
0.49 [0.7,0]
precision
0.674131 [0.81982,0.33419]
precision
0.698213 [0.866667,0.305155]
predictive_accuracy
0.326
predictive_accuracy
0.7
predictive_accuracy
0.7
predictive_accuracy
0.306
predictive_accuracy
0.7
predictive_accuracy
0.608
predictive_accuracy
0.7
predictive_accuracy
0.7
predictive_accuracy
0.442
predictive_accuracy
0.322
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
0.326 [0.04,0.993333]
recall
0.7 [1,0]
recall
0.7 [1,0]
recall
0.306 [0.008571,1]
recall
0.7 [1,0]
recall
0.608 [0.62,0.58]
recall
0.7 [0.945714,0.126667]
recall
0.7 [1,0]
recall
0.442 [0.26,0.866667]
recall
0.322 [0.037143,0.986667]
relative_absolute_error
1.604152
relative_absolute_error
0.714014
relative_absolute_error
0.714014
relative_absolute_error
1.651753
relative_absolute_error
0.714014
relative_absolute_error
0.932979
relative_absolute_error
0.714014
relative_absolute_error
0.714014
relative_absolute_error
1.328067
relative_absolute_error
1.613672
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
0.820975
root_mean_squared_error
0.547723
root_mean_squared_error
0.547723
root_mean_squared_error
0.833067
root_mean_squared_error
0.547723
root_mean_squared_error
0.626099
root_mean_squared_error
0.547723
root_mean_squared_error
0.547723
root_mean_squared_error
0.746994
root_mean_squared_error
0.823408
root_relative_squared_error
1.791514
root_relative_squared_error
1.195228
root_relative_squared_error
1.195228
root_relative_squared_error
1.8179
root_relative_squared_error
1.195228
root_relative_squared_error
1.36626
root_relative_squared_error
1.195228
root_relative_squared_error
1.195228
root_relative_squared_error
1.630074
root_relative_squared_error
1.796822
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
120
usercpu_time_millis
80
usercpu_time_millis
60
usercpu_time_millis
70
usercpu_time_millis
70
usercpu_time_millis
240
usercpu_time_millis
70
usercpu_time_millis
70
usercpu_time_millis
70
usercpu_time_millis
60
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_testing
0
usercpu_time_millis_training
120
usercpu_time_millis_training
70
usercpu_time_millis_training
60
usercpu_time_millis_training
70
usercpu_time_millis_training
70
usercpu_time_millis_training
240
usercpu_time_millis_training
70
usercpu_time_millis_training
70
usercpu_time_millis_training
70
usercpu_time_millis_training
60