6017126
1
Jan van Rijn
9977
Supervised Classification
6970
sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.ensemble.weight_boosting.AdaBoostClassifier(base_estimator=sklearn.tree.tree.DecisionTreeClassifier))(1)
4051815
class_weight
null
6941
criterion
"gini"
6941
max_depth
9
6941
max_features
null
6941
max_leaf_nodes
null
6941
min_impurity_split
1e-07
6941
min_samples_leaf
1
6941
min_samples_split
2
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min_weight_fraction_leaf
0.0
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presort
false
6941
random_state
34086
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splitter
"best"
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axis
0
6947
categorical_features
[6, 7, 14, 15, 22, 23, 30, 31, 38, 39, 46, 47, 54, 55, 62, 63, 70, 71, 78, 79, 86, 87, 91, 95, 99, 103, 107, 111, 115]
6947
copy
true
6947
fill_empty
0
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missing_values
"NaN"
6947
strategy
"most_frequent"
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strategy_nominal
"most_frequent"
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verbose
0
6947
categorical_features
[6, 7, 14, 15, 22, 23, 30, 31, 38, 39, 46, 47, 54, 55, 62, 63, 70, 71, 78, 79, 86, 87, 91, 95, 99, 103, 107, 111, 115]
6948
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
6948
handle_unknown
"ignore"
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n_values
"auto"
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sparse
false
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threshold
0.0
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algorithm
"SAMME"
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learning_rate
0.751719074162251
6971
n_estimators
356
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random_state
51449
6971
openml-pimp
openml-python
Sklearn_0.18.1.
study_71
1486
nomao
https://www.openml.org/data/download/1592278/phpDYCOet
-1
12957381
description
https://api.openml.org/data/download/12957381/description.xml
-1
12957382
predictions
https://api.openml.org/data/download/12957382/predictions.arff
area_under_roc_curve
0.9958928390565128 [0.995893,0.995893]
average_cost
0
f_measure
0.9736203208460258 [0.953566,0.981639]
kappa
0.9352059349059585
kb_relative_information_score
-2965.4447493398625
mean_absolute_error
0.4122700935978239
mean_prior_absolute_error
0.4080904194746198
number_of_instances
34465 [9844,24621]
precision
0.9736053067218953 [0.961193,0.978568]
predictive_accuracy
0.9736834469751922
prior_entropy
0.8630164444447486
recall
0.9736834469751923 [0.946059,0.984728]
relative_absolute_error
1.0102420295202839
root_mean_prior_squared_error
0.4517106852187937
root_mean_squared_error
0.41378439637407394
root_relative_squared_error
0.9160385395214871
total_cost
0
area_under_roc_curve
0.9957150378446539 [0.995715,0.995715]
area_under_roc_curve
0.9965431925676372 [0.996543,0.996543]
area_under_roc_curve
0.9954607495866098 [0.995461,0.995461]
area_under_roc_curve
0.9972479144931898 [0.997248,0.997248]
area_under_roc_curve
0.9957910493305347 [0.995791,0.995791]
area_under_roc_curve
0.9952996935533938 [0.9953,0.9953]
area_under_roc_curve
0.9954268292682927 [0.995427,0.995427]
area_under_roc_curve
0.9974226123252296 [0.997423,0.997423]
area_under_roc_curve
0.993786861101755 [0.993787,0.993787]
area_under_roc_curve
0.9967353364638439 [0.996735,0.996735]
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
0.9761819351796532 [0.958163,0.983381]
f_measure
0.9732187706988185 [0.952772,0.981399]
f_measure
0.9744627644171344 [0.955285,0.982136]
f_measure
0.975012405752823 [0.956122,0.98257]
f_measure
0.9738743746777515 [0.954222,0.981737]
f_measure
0.9700220268055494 [0.947152,0.979162]
f_measure
0.9686304650221873 [0.944954,0.978093]
f_measure
0.9775463461408926 [0.960248,0.98446]
f_measure
0.9723936267200912 [0.951506,0.980742]
f_measure
0.974868679447397 [0.955301,0.982689]
kappa
0.9415442764042825
kappa
0.9341744910273607
kappa
0.9374201856499832
kappa
0.938693005912681
kappa
0.9359588888393454
kappa
0.9263175988046004
kappa
0.9230477211317298
kappa
0.9447134828159699
kappa
0.9322483802484894
kappa
0.9380032233068853
kb_relative_information_score
-256.8367591056481
kb_relative_information_score
-276.56269530071967
kb_relative_information_score
-296.14734018264613
kb_relative_information_score
-275.5112024414069
kb_relative_information_score
-275.19966953781153
kb_relative_information_score
-313.3586835247708
kb_relative_information_score
-294.9525285734795
kb_relative_information_score
-294.70324473210826
kb_relative_information_score
-306.9687781401303
kb_relative_information_score
-375.2038478011595
mean_absolute_error
0.4095045808210292
mean_absolute_error
0.4108461757044678
mean_absolute_error
0.4121058965386961
mean_absolute_error
0.4107497530093166
mean_absolute_error
0.4106699581461601
mean_absolute_error
0.4135359135805078
mean_absolute_error
0.4122068641618644
mean_absolute_error
0.4120645792614005
mean_absolute_error
0.412560546735582
mean_absolute_error
0.41845883694079367
mean_prior_absolute_error
0.4080229059806574
mean_prior_absolute_error
0.4081472833897437
mean_prior_absolute_error
0.4081472833897437
mean_prior_absolute_error
0.4081472833897437
mean_prior_absolute_error
0.4081472833897437
mean_prior_absolute_error
0.40805842175852763
mean_prior_absolute_error
0.40805842175852763
mean_prior_absolute_error
0.40805842175852763
mean_prior_absolute_error
0.40805842175852763
mean_prior_absolute_error
0.40805842175852763
number_of_instances
3447 [984,2463]
number_of_instances
3447 [985,2462]
number_of_instances
3447 [985,2462]
number_of_instances
3447 [985,2462]
number_of_instances
3447 [985,2462]
number_of_instances
3446 [984,2462]
number_of_instances
3446 [984,2462]
number_of_instances
3446 [984,2462]
number_of_instances
3446 [984,2462]
number_of_instances
3446 [984,2462]
precision
0.97616548050929 [0.96209,0.981789]
precision
0.9732246145304654 [0.963655,0.977053]
precision
0.9744557698550047 [0.956256,0.981737]
precision
0.9749940328307333 [0.961026,0.980583]
precision
0.9738615913914026 [0.956167,0.980941]
precision
0.9700058639980913 [0.956477,0.975413]
precision
0.9686087319525071 [0.947853,0.976904]
precision
0.9776329995504369 [0.975866,0.978339]
precision
0.9723715826837893 [0.955897,0.978956]
precision
0.9750894608967668 [0.97766,0.974062]
predictive_accuracy
0.976211198143313
predictive_accuracy
0.9733101247461561
predictive_accuracy
0.9744705541050189
predictive_accuracy
0.9750507687844503
predictive_accuracy
0.9738903394255874
predictive_accuracy
0.9701102727800348
predictive_accuracy
0.9686593151479976
predictive_accuracy
0.977655252466628
predictive_accuracy
0.9724318049912942
predictive_accuracy
0.975043528728961
prior_entropy
0.8630164444447486
prior_entropy
0.8630164444447486
prior_entropy
0.8630164444447486
prior_entropy
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prior_entropy
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prior_entropy
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prior_entropy
0.8630164444447486
prior_entropy
0.8630164444447486
prior_entropy
0.8630164444447486
prior_entropy
0.8630164444447486
recall
0.976211198143313 [0.954268,0.984978]
recall
0.9733101247461561 [0.942132,0.985784]
recall
0.9744705541050188 [0.954315,0.982535]
recall
0.9750507687844503 [0.951269,0.984565]
recall
0.9738903394255874 [0.952284,0.982535]
recall
0.9701102727800348 [0.938008,0.982941]
recall
0.9686593151479976 [0.942073,0.979285]
recall
0.977655252466628 [0.945122,0.990658]
recall
0.9724318049912942 [0.947154,0.982535]
recall
0.9750435287289612 [0.933943,0.99147]
relative_absolute_error
1.003631352109536
relative_absolute_error
1.0066125450898735
relative_absolute_error
1.009698981985315
relative_absolute_error
1.0063763002364217
relative_absolute_error
1.0061807951665513
relative_absolute_error
1.013423302963274
relative_absolute_error
1.010166295270807
relative_absolute_error
1.0098176076984473
relative_absolute_error
1.0110330402143215
relative_absolute_error
1.02548756410282
root_mean_prior_squared_error
0.4516359481339797
root_mean_prior_squared_error
0.45177362368332785
root_mean_prior_squared_error
0.45177362368332785
root_mean_prior_squared_error
0.45177362368332785
root_mean_prior_squared_error
0.45177362368332785
root_mean_prior_squared_error
0.4516752654560011
root_mean_prior_squared_error
0.4516752654560011
root_mean_prior_squared_error
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root_mean_prior_squared_error
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root_mean_squared_error
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root_mean_squared_error
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root_mean_squared_error
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root_mean_squared_error
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root_mean_squared_error
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root_mean_squared_error
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root_mean_squared_error
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root_mean_squared_error
0.41348840921932506
root_mean_squared_error
0.4140966548007402
root_mean_squared_error
0.4196964304691261
root_relative_squared_error
0.9103486516377418
root_relative_squared_error
0.9127751645839364
root_relative_squared_error
0.9156056407624774
root_relative_squared_error
0.9126009185604247
root_relative_squared_error
0.9125321348217699
root_relative_squared_error
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root_relative_squared_error
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root_relative_squared_error
0.9154550643854198
root_relative_squared_error
0.916801707932086
root_relative_squared_error
0.9291994992141314
total_cost
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total_cost
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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