233836
2
Joaquin Vanschoren
1795
Supervised Classification
predictive_accuracy
1200
weka.LADTree(4)
2070
weka.classifiers.trees.LADTree -- -B 10
B
10
1200
weka
weka_3.7.12
31
credit-g
https://www.openml.org/data/download/31/dataset_31_credit-g.arff
-1
778832
description
https://api.openml.org/data/download/778832/weka_generated_run5502047822830348375.xml
-1
778835
model_readable
https://api.openml.org/data/download/778835/WekaModel_weka.classifiers.trees.LADTree7187574513678073789.model
-1
778834
model_serialized
https://api.openml.org/data/download/778834/WekaSerialized_weka.classifiers.trees.LADTree7358092159215794530.model
-1
778833
predictions
https://api.openml.org/data/download/778833/weka_generated_predictions3891583602051627965.arff
area_under_roc_curve
0.706621 [0.706621,0.706621]
average_cost
0
f_measure
0.688254 [0.796407,0.435897]
kappa
0.237046
kb_relative_information_score
624.713956
mean_absolute_error
0.35418
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
0.682797 [0.760395,0.501736]
predictive_accuracy
0.7008
prior_entropy
0.881778
recall
0.7008 [0.836,0.385333]
relative_absolute_error
0.842966
root_mean_prior_squared_error
0.458258
root_mean_squared_error
0.446439
root_relative_squared_error
0.97421
scimark_benchmark
1341.720735 [814.685013350723, 976.662422486706, 519.9718131946606, 1086.3821562269195, 3310.90226873934]
total_cost
0
usercpu_time_millis
420
usercpu_time_millis_testing
0
usercpu_time_millis_training
420
area_under_roc_curve
0.720705 [0.720705,0.720705]
area_under_roc_curve
0.70019 [0.70019,0.70019]
area_under_roc_curve
0.688581 [0.688581,0.688581]
area_under_roc_curve
0.716552 [0.716552,0.716552]
area_under_roc_curve
0.698 [0.698,0.698]
area_under_roc_curve
0.720819 [0.720819,0.720819]
area_under_roc_curve
0.735162 [0.735162,0.735162]
area_under_roc_curve
0.691076 [0.691076,0.691076]
area_under_roc_curve
0.706152 [0.706152,0.706152]
area_under_roc_curve
0.678629 [0.678629,0.678629]
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
0.706788 [0.812921,0.459144]
f_measure
0.679449 [0.797858,0.403162]
f_measure
0.657102 [0.785047,0.358566]
f_measure
0.688965 [0.812089,0.401674]
f_measure
0.703037 [0.796089,0.485915]
f_measure
0.677821 [0.78854,0.419476]
f_measure
0.697705 [0.797241,0.465455]
f_measure
0.681474 [0.79677,0.412451]
f_measure
0.687321 [0.770349,0.49359]
f_measure
0.694131 [0.804845,0.435798]
kappa
0.279046
kappa
0.210251
kappa
0.154412
kappa
0.229526
kappa
0.282908
kappa
0.212398
kappa
0.265
kappa
0.216805
kappa
0.264432
kappa
0.247925
kb_relative_information_score
70.67141
kb_relative_information_score
53.445734
kb_relative_information_score
34.684632
kb_relative_information_score
61.210591
kb_relative_information_score
64.926856
kb_relative_information_score
68.767644
kb_relative_information_score
77.935319
kb_relative_information_score
62.902478
kb_relative_information_score
63.430576
kb_relative_information_score
66.738715
mean_absolute_error
0.350932
mean_absolute_error
0.358365
mean_absolute_error
0.372799
mean_absolute_error
0.358109
mean_absolute_error
0.353087
mean_absolute_error
0.348631
mean_absolute_error
0.344057
mean_absolute_error
0.354041
mean_absolute_error
0.35064
mean_absolute_error
0.351144
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
0.703334 [0.768448,0.551402]
precision
0.673984 [0.75063,0.495146]
precision
0.649453 [0.736842,0.445545]
precision
0.688075 [0.751825,0.539326]
precision
0.69956 [0.778689,0.514925]
precision
0.671788 [0.754569,0.478632]
precision
0.693067 [0.770667,0.512]
precision
0.675825 [0.753181,0.495327]
precision
0.691409 [0.784024,0.475309]
precision
0.689579 [0.760814,0.523364]
predictive_accuracy
0.722
predictive_accuracy
0.698
predictive_accuracy
0.678
predictive_accuracy
0.714
predictive_accuracy
0.708
predictive_accuracy
0.69
predictive_accuracy
0.706
predictive_accuracy
0.698
predictive_accuracy
0.684
predictive_accuracy
0.71
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
0.722 [0.862857,0.393333]
recall
0.698 [0.851429,0.34]
recall
0.678 [0.84,0.3]
recall
0.714 [0.882857,0.32]
recall
0.708 [0.814286,0.46]
recall
0.69 [0.825714,0.373333]
recall
0.706 [0.825714,0.426667]
recall
0.698 [0.845714,0.353333]
recall
0.684 [0.757143,0.513333]
recall
0.71 [0.854286,0.373333]
relative_absolute_error
0.835235
relative_absolute_error
0.852925
relative_absolute_error
0.887279
relative_absolute_error
0.852316
relative_absolute_error
0.840364
relative_absolute_error
0.829759
relative_absolute_error
0.818872
relative_absolute_error
0.842634
relative_absolute_error
0.834539
relative_absolute_error
0.83574
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
0.437764
root_mean_squared_error
0.455764
root_mean_squared_error
0.462458
root_mean_squared_error
0.442277
root_mean_squared_error
0.445061
root_mean_squared_error
0.435166
root_mean_squared_error
0.430356
root_mean_squared_error
0.455186
root_mean_squared_error
0.448374
root_mean_squared_error
0.450953
root_relative_squared_error
0.95528
root_relative_squared_error
0.994557
root_relative_squared_error
1.009167
root_relative_squared_error
0.965126
root_relative_squared_error
0.971203
root_relative_squared_error
0.949609
root_relative_squared_error
0.939113
root_relative_squared_error
0.993296
root_relative_squared_error
0.978431
root_relative_squared_error
0.984059
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
180
usercpu_time_millis
180
usercpu_time_millis
180
usercpu_time_millis
170
usercpu_time_millis
210
usercpu_time_millis
200
usercpu_time_millis
170
usercpu_time_millis
170
usercpu_time_millis
190
usercpu_time_millis
180
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
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
180
usercpu_time_millis_training
180
usercpu_time_millis_training
170
usercpu_time_millis_training
170
usercpu_time_millis_training
210
usercpu_time_millis_training
200
usercpu_time_millis_training
170
usercpu_time_millis_training
170
usercpu_time_millis_training
190
usercpu_time_millis_training
180