131288
2
Joaquin Vanschoren
3549
Supervised Classification
419
weka.AdaBoostM1_RandomForest(2)
666
weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 160 -W weka.classifiers.trees.RandomForest -- -I 100 -K 0 -S 1 -num-slots 1
I
160
419
P
100
419
S
1
419
W
weka.classifiers.trees.RandomForest
419
I
100
391
K
0
391
S
1
391
num-slots
1
391
458
analcatdata_authorship
https://www.openml.org/data/download/52570/analcatdata_authorship.arff
-1
416223
description
https://api.openml.org/data/download/416223/weka_generated_run5434959552759267517.xml
-1
416226
model_readable
https://api.openml.org/data/download/416226/WekaModel_weka.classifiers.meta.AdaBoostM12515760396926480535.model
-1
416225
model_serialized
https://api.openml.org/data/download/416225/WekaSerialized_weka.classifiers.meta.AdaBoostM13839544303307633784.model
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416224
predictions
https://api.openml.org/data/download/416224/weka_generated_predictions5361198493553268850.arff
area_under_roc_curve
0.999924 [0.999949,0.999861,1,0.999961]
average_cost
0
build_cpu_time
0.323001
build_memory
402036457.103448
f_measure
0.994052 [0.995276,0.993243,0.990826,0.99422]
kappa
0.991347
kb_relative_information_score
733.098606
mean_absolute_error
0.067485
mean_prior_absolute_error
0.343874
number_of_instances
841 [317,296,55,173]
os_information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.994062 [0.993711,0.993243,1,0.99422]
predictive_accuracy
0.994055
prior_entropy
1.78975
recall
0.994055 [0.996845,0.993243,0.981818,0.99422]
relative_absolute_error
0.196249
root_mean_prior_squared_error
0.414564
root_mean_squared_error
0.115936
root_relative_squared_error
0.279658
scimark_benchmark
941.610586 [562.1142596826567, 1013.1204302006943, 483.2321174670136, 908.6447170417716, 1740.9414049179838]
total_cost
0
area_under_roc_curve
0.999358 [1,0.998182,1,1]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
0.999568 [0.999099,1,1,0.999561]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
0.999784 [1,0.999373,1,1]
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0
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0
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0
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0
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0
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0
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0
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0
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0
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0
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0.324
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0.32
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0.322
build_cpu_time
0.345
build_cpu_time
0.315
build_cpu_time
0.315
build_cpu_time
0.335
build_cpu_time
0.315
build_cpu_time
0.319
build_cpu_time
0.32
build_memory
321663496
build_memory
430124352
build_memory
526883000
build_memory
303112528
build_memory
397775048
build_memory
485183504
build_memory
254612616
build_memory
343285408
build_memory
431881496
build_memory
526799944
f_measure
0.976323 [0.984615,0.965517,1,0.971429]
f_measure
1 [1,1,1,1]
f_measure
1 [1,1,1,1]
f_measure
0.988006 [0.984615,1,1,0.969697]
f_measure
1 [1,1,1,1]
f_measure
1 [1,1,1,1]
f_measure
1 [1,1,1,1]
f_measure
0.987655 [1,0.983051,0.909091,1]
f_measure
1 [1,1,1,1]
f_measure
0.988099 [0.983607,0.983051,1,1]
kappa
0.965911
kappa
1
kappa
1
kappa
0.982511
kappa
1
kappa
1
kappa
1
kappa
0.982755
kappa
1
kappa
0.982843
kb_relative_information_score
72.472929
kb_relative_information_score
72.738259
kb_relative_information_score
72.30803
kb_relative_information_score
72.021445
kb_relative_information_score
72.536425
kb_relative_information_score
72.63782
kb_relative_information_score
74.047916
kb_relative_information_score
73.908765
kb_relative_information_score
74.4563
kb_relative_information_score
75.970715
mean_absolute_error
0.077118
mean_absolute_error
0.06625
mean_absolute_error
0.068452
mean_absolute_error
0.069107
mean_absolute_error
0.067381
mean_absolute_error
0.067381
mean_absolute_error
0.065357
mean_absolute_error
0.069524
mean_absolute_error
0.066964
mean_absolute_error
0.057202
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0.344205
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0.342744
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0.342744
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0.342744
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0.342744
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0.342744
mean_prior_absolute_error
0.344442
mean_prior_absolute_error
0.345456
mean_prior_absolute_error
0.345456
mean_prior_absolute_error
0.345456
number_of_instances
85 [32,30,6,17]
number_of_instances
84 [32,30,5,17]
number_of_instances
84 [32,30,5,17]
number_of_instances
84 [32,30,5,17]
number_of_instances
84 [32,30,5,17]
number_of_instances
84 [32,30,5,17]
number_of_instances
84 [32,29,6,17]
number_of_instances
84 [31,29,6,18]
number_of_instances
84 [31,29,6,18]
number_of_instances
84 [31,29,6,18]
precision
0.977481 [0.969697,1,1,0.944444]
precision
1 [1,1,1,1]
precision
1 [1,1,1,1]
precision
0.988456 [0.969697,1,1,1]
precision
1 [1,1,1,1]
precision
1 [1,1,1,1]
precision
1 [1,1,1,1]
precision
0.988492 [1,0.966667,1,1]
precision
1 [1,1,1,1]
precision
0.988492 [1,0.966667,1,1]
predictive_accuracy
0.976471
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.988095
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.988095
predictive_accuracy
1
predictive_accuracy
0.988095
prior_entropy
1.78975
prior_entropy
1.78975
prior_entropy
1.78975
prior_entropy
1.78975
prior_entropy
1.78975
prior_entropy
1.78975
prior_entropy
1.78975
prior_entropy
1.78975
prior_entropy
1.78975
prior_entropy
1.78975
recall
0.976471 [1,0.933333,1,1]
recall
1 [1,1,1,1]
recall
1 [1,1,1,1]
recall
0.988095 [1,1,1,0.941176]
recall
1 [1,1,1,1]
recall
1 [1,1,1,1]
recall
1 [1,1,1,1]
recall
0.988095 [1,1,0.833333,1]
recall
1 [1,1,1,1]
recall
0.988095 [0.967742,1,1,1]
relative_absolute_error
0.224046
relative_absolute_error
0.193293
relative_absolute_error
0.199718
relative_absolute_error
0.201629
relative_absolute_error
0.196592
relative_absolute_error
0.196592
relative_absolute_error
0.189748
relative_absolute_error
0.201252
relative_absolute_error
0.193843
relative_absolute_error
0.165585
root_mean_prior_squared_error
0.414963
root_mean_prior_squared_error
0.413199
root_mean_prior_squared_error
0.413199
root_mean_prior_squared_error
0.413199
root_mean_prior_squared_error
0.413199
root_mean_prior_squared_error
0.413199
root_mean_prior_squared_error
0.415248
root_mean_prior_squared_error
0.416468
root_mean_prior_squared_error
0.416468
root_mean_prior_squared_error
0.416468
root_mean_squared_error
0.133604
root_mean_squared_error
0.109694
root_mean_squared_error
0.114132
root_mean_squared_error
0.121931
root_mean_squared_error
0.112726
root_mean_squared_error
0.112655
root_mean_squared_error
0.115817
root_mean_squared_error
0.121868
root_mean_squared_error
0.110286
root_mean_squared_error
0.103714
root_relative_squared_error
0.321966
root_relative_squared_error
0.265474
root_relative_squared_error
0.276216
root_relative_squared_error
0.295091
root_relative_squared_error
0.272813
root_relative_squared_error
0.27264
root_relative_squared_error
0.278911
root_relative_squared_error
0.292622
root_relative_squared_error
0.264814
root_relative_squared_error
0.249032
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