342860
2
Joaquin Vanschoren
1795
Supervised Classification
predictive_accuracy
1174
weka.KernelLogisticRegression_RBFKernel(1)
2016
weka.classifiers.functions.KernelLogisticRegression -- -S 1 -K "weka.classifiers.functions.supportVector.RBFKernel -G 0.01 -C 250007" -L 0.01 -P 1 -E 1
S
1
1174
K
weka.classifiers.functions.supportVector.RBFKernel
1174
L
0.01
1174
P
1
1174
E
1
1174
G
0.01
1175
C
250007
1175
weka
weka_3.7.12
31
credit-g
https://www.openml.org/data/download/31/dataset_31_credit-g.arff
-1
1178194
description
https://api.openml.org/data/download/1178194/weka_generated_run6732519631257889733.xml
-1
1178197
model_readable
https://api.openml.org/data/download/1178197/WekaModel_weka.classifiers.functions.KernelLogisticRegression2873790283603199676.model
-1
1178196
model_serialized
https://api.openml.org/data/download/1178196/WekaSerialized_weka.classifiers.functions.KernelLogisticRegression8336933928929954588.model
-1
1178195
predictions
https://api.openml.org/data/download/1178195/weka_generated_predictions584727286723128838.arff
area_under_roc_curve
0.765878 [0.765878,0.765878]
average_cost
0
f_measure
0.735979 [0.824853,0.528608]
kappa
0.356221
kb_relative_information_score
1319.213949
mean_absolute_error
0.298441
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
0.732904 [0.793194,0.592225]
predictive_accuracy
0.7446
prior_entropy
0.881778
recall
0.7446 [0.859143,0.477333]
relative_absolute_error
0.710304
root_mean_prior_squared_error
0.458258
root_mean_squared_error
0.4252
root_relative_squared_error
0.927862
scimark_benchmark
1332.798592 [799.3769532199792, 1012.8541891899986, 525.3140269530228, 1097.7554386252873, 3228.6923527731265]
total_cost
0
usercpu_time_millis
21650
usercpu_time_millis_testing
390
usercpu_time_millis_training
21260
area_under_roc_curve
0.778533 [0.778533,0.778533]
area_under_roc_curve
0.766971 [0.766971,0.766971]
area_under_roc_curve
0.769657 [0.769657,0.769657]
area_under_roc_curve
0.787638 [0.787638,0.787638]
area_under_roc_curve
0.75781 [0.75781,0.75781]
area_under_roc_curve
0.771981 [0.771981,0.771981]
area_under_roc_curve
0.769543 [0.769543,0.769543]
area_under_roc_curve
0.759943 [0.759943,0.759943]
area_under_roc_curve
0.751057 [0.751057,0.751057]
area_under_roc_curve
0.752971 [0.752971,0.752971]
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
0.754383 [0.839237,0.556391]
f_measure
0.715225 [0.818304,0.474708]
f_measure
0.748324 [0.829404,0.55914]
f_measure
0.74228 [0.828061,0.542125]
f_measure
0.71886 [0.804501,0.519031]
f_measure
0.739626 [0.832432,0.523077]
f_measure
0.739648 [0.818054,0.556701]
f_measure
0.72336 [0.815934,0.507353]
f_measure
0.760964 [0.843111,0.569288]
f_measure
0.714331 [0.818792,0.470588]
kappa
0.399185
kappa
0.299793
kappa
0.389881
kappa
0.37249
kappa
0.32393
kappa
0.360825
kappa
0.375
kappa
0.325956
kappa
0.41565
kappa
0.296875
kb_relative_information_score
138.847569
kb_relative_information_score
140.728416
kb_relative_information_score
130.003829
kb_relative_information_score
137.012936
kb_relative_information_score
112.498883
kb_relative_information_score
141.230204
kb_relative_information_score
119.133229
kb_relative_information_score
122.427996
kb_relative_information_score
148.812955
kb_relative_information_score
128.517931
mean_absolute_error
0.293147
mean_absolute_error
0.289533
mean_absolute_error
0.301271
mean_absolute_error
0.296243
mean_absolute_error
0.310582
mean_absolute_error
0.292011
mean_absolute_error
0.310122
mean_absolute_error
0.303818
mean_absolute_error
0.285922
mean_absolute_error
0.301759
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
0.752838 [0.802083,0.637931]
precision
0.712504 [0.773537,0.570093]
precision
0.745546 [0.80593,0.604651]
precision
0.739374 [0.798408,0.601626]
precision
0.716441 [0.792244,0.539568]
precision
0.738275 [0.789744,0.618182]
precision
0.7378 [0.807799,0.574468]
precision
0.719672 [0.785714,0.565574]
precision
0.759624 [0.806789,0.649573]
precision
0.711935 [0.772152,0.571429]
predictive_accuracy
0.764
predictive_accuracy
0.73
predictive_accuracy
0.754
predictive_accuracy
0.75
predictive_accuracy
0.722
predictive_accuracy
0.752
predictive_accuracy
0.742
predictive_accuracy
0.732
predictive_accuracy
0.77
predictive_accuracy
0.73
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
0.764 [0.88,0.493333]
recall
0.73 [0.868571,0.406667]
recall
0.754 [0.854286,0.52]
recall
0.75 [0.86,0.493333]
recall
0.722 [0.817143,0.5]
recall
0.752 [0.88,0.453333]
recall
0.742 [0.828571,0.54]
recall
0.732 [0.848571,0.46]
recall
0.77 [0.882857,0.506667]
recall
0.73 [0.871429,0.4]
relative_absolute_error
0.697703
relative_absolute_error
0.689103
relative_absolute_error
0.71704
relative_absolute_error
0.705073
relative_absolute_error
0.7392
relative_absolute_error
0.694999
relative_absolute_error
0.738105
relative_absolute_error
0.723101
relative_absolute_error
0.680509
relative_absolute_error
0.718201
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
0.420972
root_mean_squared_error
0.426746
root_mean_squared_error
0.422009
root_mean_squared_error
0.410719
root_mean_squared_error
0.435844
root_mean_squared_error
0.416514
root_mean_squared_error
0.421105
root_mean_squared_error
0.434783
root_mean_squared_error
0.431667
root_mean_squared_error
0.430923
root_relative_squared_error
0.918635
root_relative_squared_error
0.931236
root_relative_squared_error
0.920898
root_relative_squared_error
0.896262
root_relative_squared_error
0.95109
root_relative_squared_error
0.908908
root_relative_squared_error
0.918927
root_relative_squared_error
0.948773
root_relative_squared_error
0.941974
root_relative_squared_error
0.940351
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
3910
usercpu_time_millis
3540
usercpu_time_millis
3320
usercpu_time_millis
3500
usercpu_time_millis
4120
usercpu_time_millis
3300
usercpu_time_millis
3420
usercpu_time_millis
3270
usercpu_time_millis
2420
usercpu_time_millis
3510
usercpu_time_millis_testing
100
usercpu_time_millis_testing
90
usercpu_time_millis_testing
100
usercpu_time_millis_testing
100
usercpu_time_millis_testing
100
usercpu_time_millis_testing
100
usercpu_time_millis_testing
100
usercpu_time_millis_testing
100
usercpu_time_millis_testing
100
usercpu_time_millis_testing
100
usercpu_time_millis_training
3810
usercpu_time_millis_training
3450
usercpu_time_millis_training
3220
usercpu_time_millis_training
3400
usercpu_time_millis_training
4020
usercpu_time_millis_training
3200
usercpu_time_millis_training
3320
usercpu_time_millis_training
3170
usercpu_time_millis_training
2320
usercpu_time_millis_training
3410