70520
2
Joaquin Vanschoren
1793
Supervised Classification
predictive_accuracy
506
weka.RotationForest_PrincipalComponents_J48(3)
1060
weka.classifiers.meta.RotationForest -- -G 3 -H 3 -P 50 -F "weka.filters.unsupervised.attribute.PrincipalComponents -R 1.0 -A 5 -M -1" -S 1 -num-slots 1 -I 40 -W weka.classifiers.trees.J48 -- -C 0.25 -M 2
C
0.25
365
M
2
365
G
3
506
H
3
506
I
40
506
P
50
506
S
1
506
W
weka.classifiers.trees.J48
506
num-slots
1
506
29
credit-approval
https://www.openml.org/data/download/29/dataset_29_credit-a.arff
-1
200618
description
https://api.openml.org/data/download/200618/weka_generated_run1654324910994611099.xml
-1
200621
model_readable
https://api.openml.org/data/download/200621/WekaModel_weka.classifiers.meta.RotationForest8533893793361659449.model
-1
200620
model_serialized
https://api.openml.org/data/download/200620/WekaSerialized_weka.classifiers.meta.RotationForest2519392476203985885.model
-1
200619
predictions
https://api.openml.org/data/download/200619/weka_generated_predictions831596019347619196.arff
area_under_roc_curve
0.919747 [0.919747,0.919747]
average_cost
0
build_cpu_time
0.6953
build_memory
580021031.2
f_measure
0.859557 [0.8437,0.872268]
kappa
0.715993
kb_relative_information_score
2120.647052
mean_absolute_error
0.202944
mean_prior_absolute_error
0.493952
number_of_instances
3450 [1535,1915]
os_information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.859852 [0.834821,0.879915]
predictive_accuracy
0.85942
prior_entropy
0.991282
recall
0.85942 [0.852769,0.864752]
relative_absolute_error
0.410859
root_mean_prior_squared_error
0.496958
root_mean_squared_error
0.323896
root_relative_squared_error
0.651757
scimark_benchmark
939.432706 [556.1991982197794, 1015.2555353338006, 454.3977410641456, 909.5905717413259, 1761.7204843045454]
total_cost
0
area_under_roc_curve
0.927679 [0.927679,0.927679]
area_under_roc_curve
0.9279 [0.9279,0.9279]
area_under_roc_curve
0.906931 [0.906931,0.906931]
area_under_roc_curve
0.92116 [0.92116,0.92116]
area_under_roc_curve
0.919628 [0.919628,0.919628]
area_under_roc_curve
0.906337 [0.906337,0.906337]
area_under_roc_curve
0.917148 [0.917148,0.917148]
area_under_roc_curve
0.941898 [0.941898,0.941898]
area_under_roc_curve
0.936306 [0.936306,0.936306]
area_under_roc_curve
0.922299 [0.922299,0.922299]
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
build_cpu_time
0.863
build_cpu_time
0.656
build_cpu_time
0.629
build_cpu_time
0.695
build_cpu_time
0.682
build_cpu_time
0.632
build_cpu_time
0.651
build_cpu_time
0.732
build_cpu_time
0.697
build_cpu_time
0.716
build_memory
623005168
build_memory
1064121192
build_memory
178339952
build_memory
559661904
build_memory
938196536
build_memory
223084792
build_memory
621436816
build_memory
1020187184
build_memory
103744184
build_memory
468432584
f_measure
0.863264 [0.841751,0.880407]
f_measure
0.86932 [0.850498,0.884319]
f_measure
0.843577 [0.824675,0.858639]
f_measure
0.854464 [0.831081,0.873096]
f_measure
0.852596 [0.840125,0.862534]
f_measure
0.835259 [0.825688,0.842975]
f_measure
0.858366 [0.848297,0.866485]
f_measure
0.881196 [0.867314,0.892388]
f_measure
0.884373 [0.875776,0.891304]
f_measure
0.851785 [0.830565,0.868895]
kappa
0.722351
kappa
0.734874
kappa
0.683325
kappa
0.704431
kappa
0.703083
kappa
0.669668
kappa
0.715323
kappa
0.759704
kappa
0.767465
kappa
0.699585
kb_relative_information_score
208.130011
kb_relative_information_score
214.22701
kb_relative_information_score
206.879635
kb_relative_information_score
216.158227
kb_relative_information_score
215.654415
kb_relative_information_score
206.736421
kb_relative_information_score
213.76464
kb_relative_information_score
216.233243
kb_relative_information_score
216.439686
kb_relative_information_score
206.423764
mean_absolute_error
0.20925
mean_absolute_error
0.20108
mean_absolute_error
0.208823
mean_absolute_error
0.195788
mean_absolute_error
0.195131
mean_absolute_error
0.207381
mean_absolute_error
0.199476
mean_absolute_error
0.200454
mean_absolute_error
0.200598
mean_absolute_error
0.211462
mean_prior_absolute_error
0.493792
mean_prior_absolute_error
0.493792
mean_prior_absolute_error
0.493792
mean_prior_absolute_error
0.493792
mean_prior_absolute_error
0.493792
mean_prior_absolute_error
0.494111
mean_prior_absolute_error
0.494111
mean_prior_absolute_error
0.494111
mean_prior_absolute_error
0.494111
mean_prior_absolute_error
0.494111
number_of_instances
345 [153,192]
number_of_instances
345 [153,192]
number_of_instances
345 [153,192]
number_of_instances
345 [153,192]
number_of_instances
345 [153,192]
number_of_instances
345 [154,191]
number_of_instances
345 [154,191]
number_of_instances
345 [154,191]
number_of_instances
345 [154,191]
number_of_instances
345 [154,191]
precision
0.86396 [0.868056,0.860697]
precision
0.869446 [0.864865,0.873096]
precision
0.843732 [0.819355,0.863158]
precision
0.855323 [0.86014,0.851485]
precision
0.855438 [0.807229,0.893855]
precision
0.840796 [0.780347,0.889535]
precision
0.862004 [0.810651,0.903409]
precision
0.881247 [0.864516,0.894737]
precision
0.887599 [0.839286,0.926554]
precision
0.852109 [0.85034,0.853535]
predictive_accuracy
0.863768
predictive_accuracy
0.869565
predictive_accuracy
0.843478
predictive_accuracy
0.855072
predictive_accuracy
0.852174
predictive_accuracy
0.834783
predictive_accuracy
0.857971
predictive_accuracy
0.881159
predictive_accuracy
0.884058
predictive_accuracy
0.852174
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
recall
0.863768 [0.816993,0.901042]
recall
0.869565 [0.836601,0.895833]
recall
0.843478 [0.830065,0.854167]
recall
0.855072 [0.803922,0.895833]
recall
0.852174 [0.875817,0.833333]
recall
0.834783 [0.876623,0.801047]
recall
0.857971 [0.88961,0.832461]
recall
0.881159 [0.87013,0.890052]
recall
0.884058 [0.915584,0.858639]
recall
0.852174 [0.811688,0.884817]
relative_absolute_error
0.423761
relative_absolute_error
0.407215
relative_absolute_error
0.422896
relative_absolute_error
0.396499
relative_absolute_error
0.395168
relative_absolute_error
0.419706
relative_absolute_error
0.403708
relative_absolute_error
0.405687
relative_absolute_error
0.405977
relative_absolute_error
0.427965
root_mean_prior_squared_error
0.496798
root_mean_prior_squared_error
0.496798
root_mean_prior_squared_error
0.496798
root_mean_prior_squared_error
0.496798
root_mean_prior_squared_error
0.496798
root_mean_prior_squared_error
0.497118
root_mean_prior_squared_error
0.497118
root_mean_prior_squared_error
0.497118
root_mean_prior_squared_error
0.497118
root_mean_prior_squared_error
0.497118
root_mean_squared_error
0.323031
root_mean_squared_error
0.314126
root_mean_squared_error
0.338771
root_mean_squared_error
0.322572
root_mean_squared_error
0.332658
root_mean_squared_error
0.352281
root_mean_squared_error
0.328997
root_mean_squared_error
0.297973
root_mean_squared_error
0.301149
root_mean_squared_error
0.323667
root_relative_squared_error
0.650226
root_relative_squared_error
0.632302
root_relative_squared_error
0.681909
root_relative_squared_error
0.649302
root_relative_squared_error
0.669604
root_relative_squared_error
0.708646
root_relative_squared_error
0.661809
root_relative_squared_error
0.599401
root_relative_squared_error
0.605791
root_relative_squared_error
0.651086
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