6012793
1
Jan van Rijn
14967
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)
4047482
class_weight
null
6941
criterion
"gini"
6941
max_depth
5
6941
max_features
null
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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
47709
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splitter
"best"
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axis
0
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categorical_features
[0, 1]
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copy
true
6947
fill_empty
0
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missing_values
"NaN"
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strategy
"median"
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strategy_nominal
"most_frequent"
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verbose
0
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categorical_features
[0, 1]
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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.R"
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learning_rate
0.1562222943904989
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n_estimators
202
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random_state
36671
6971
openml-pimp
openml-python
Sklearn_0.18.1.
study_71
23380
cjs
https://www.openml.org/data/download/1910442/phpDAC5gS
-1
12948731
description
https://api.openml.org/data/download/12948731/description.xml
-1
12948732
predictions
https://api.openml.org/data/download/12948732/predictions.arff
area_under_roc_curve
0.9994994251164928 [1,0.998418,0.999509,1,0.999582,0.998709]
average_cost
0
f_measure
0.998568409830902 [1,0.997059,0.998532,1,0.99759,0.996337]
kappa
0.9982521198360644
kb_relative_information_score
2242.410875702737
mean_absolute_error
0.09629979427474046
mean_prior_absolute_error
0.27287997162595995
number_of_instances
2796 [576,341,680,511,414,274]
precision
0.9985749214904344 [1,1,0.997067,1,0.995192,1]
predictive_accuracy
0.9985693848354792
prior_entropy
2.5206634795042744
recall
0.9985693848354793 [1,0.994135,1,1,1,0.992701]
relative_absolute_error
0.3529016574611046
root_mean_prior_squared_error
0.3693707377543301
root_mean_squared_error
0.1503546454492851
root_relative_squared_error
0.4070561906538642
total_cost
0
area_under_roc_curve
1 [1,1,1,1,1,1]
area_under_roc_curve
1 [1,1,1,1,1,1]
area_under_roc_curve
1 [1,1,1,1,1,1]
area_under_roc_curve
1 [1,1,1,1,1,1]
area_under_roc_curve
1 [1,1,1,1,1,1]
area_under_roc_curve
0.9978426003856685 [1,1,0.996115,1,1,0.98741]
area_under_roc_curve
1 [1,1,1,1,1,1]
area_under_roc_curve
0.9943595531765631 [1,0.959424,1,1,0.995379,1]
area_under_roc_curve
1 [1,1,1,1,1,1]
area_under_roc_curve
1 [1,1,1,1,1,1]
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
1 [1,1,1,1,1,1]
f_measure
1 [1,1,1,1,1,1]
f_measure
1 [1,1,1,1,1,1]
f_measure
1 [1,1,1,1,1,1]
f_measure
1 [1,1,1,1,1,1]
f_measure
0.9927715400541487 [1,1,0.985507,1,1,0.961538]
f_measure
1 [1,1,1,1,1,1]
f_measure
0.9928062823786755 [1,0.969697,1,1,0.976744,1]
f_measure
1 [1,1,1,1,1,1]
f_measure
1 [1,1,1,1,1,1]
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
0.9912628327144507
kappa
1
kappa
0.9912404634077423
kappa
1
kappa
1
kb_relative_information_score
224.37880406112944
kb_relative_information_score
228.58823883224272
kb_relative_information_score
233.86687845462842
kb_relative_information_score
223.8615513170151
kb_relative_information_score
225.49887596086188
kb_relative_information_score
214.67628329892122
kb_relative_information_score
227.57215341126383
kb_relative_information_score
208.65114280922296
kb_relative_information_score
228.8256355377792
kb_relative_information_score
226.49131201968453
mean_absolute_error
0.09743823027597347
mean_absolute_error
0.0908663750481923
mean_absolute_error
0.08311304424242211
mean_absolute_error
0.09817861581661345
mean_absolute_error
0.0948511842153577
mean_absolute_error
0.10910809463893734
mean_absolute_error
0.09091761062423201
mean_absolute_error
0.11688451700924325
mean_absolute_error
0.08896581430089308
mean_absolute_error
0.09268966525443009
mean_prior_absolute_error
0.272904982835389
mean_prior_absolute_error
0.272904982835389
mean_prior_absolute_error
0.272904982835389
mean_prior_absolute_error
0.272904982835389
mean_prior_absolute_error
0.272804289453111
mean_prior_absolute_error
0.27287651677373237
mean_prior_absolute_error
0.2728747259382053
mean_prior_absolute_error
0.2728747259382053
mean_prior_absolute_error
0.2728747259382053
mean_prior_absolute_error
0.2728747259382053
number_of_instances
280 [58,34,68,51,41,28]
number_of_instances
280 [58,34,68,51,41,28]
number_of_instances
280 [58,34,68,51,41,28]
number_of_instances
280 [58,34,68,51,41,28]
number_of_instances
280 [58,34,68,52,41,27]
number_of_instances
280 [58,35,68,51,41,27]
number_of_instances
279 [57,34,68,51,42,27]
number_of_instances
279 [57,34,68,51,42,27]
number_of_instances
279 [57,34,68,51,42,27]
number_of_instances
279 [57,34,68,51,42,27]
precision
1 [1,1,1,1,1,1]
precision
1 [1,1,1,1,1,1]
precision
1 [1,1,1,1,1,1]
precision
1 [1,1,1,1,1,1]
precision
1 [1,1,1,1,1,1]
precision
0.9930612244897958 [1,1,0.971429,1,1,1]
precision
1 [1,1,1,1,1,1]
precision
0.9931573802541546 [1,1,1,1,0.954545,1]
precision
1 [1,1,1,1,1,1]
precision
1 [1,1,1,1,1,1]
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.9928571428571429
predictive_accuracy
1
predictive_accuracy
0.992831541218638
predictive_accuracy
1
predictive_accuracy
1
prior_entropy
2.5206634795042744
prior_entropy
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prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
recall
1 [1,1,1,1,1,1]
recall
1 [1,1,1,1,1,1]
recall
1 [1,1,1,1,1,1]
recall
1 [1,1,1,1,1,1]
recall
1 [1,1,1,1,1,1]
recall
0.9928571428571429 [1,1,1,1,1,0.925926]
recall
1 [1,1,1,1,1,1]
recall
0.992831541218638 [1,0.941176,1,1,1,1]
recall
1 [1,1,1,1,1,1]
recall
1 [1,1,1,1,1,1]
relative_absolute_error
0.3570408618546416
relative_absolute_error
0.3329597506946259
relative_absolute_error
0.30454938337477805
relative_absolute_error
0.359753841049626
relative_absolute_error
0.3476894898005645
relative_absolute_error
0.39984420766191886
relative_absolute_error
0.3331844322028602
relative_absolute_error
0.4283449726146962
relative_absolute_error
0.32603171288586147
relative_absolute_error
0.3396784547771582
root_mean_prior_squared_error
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root_mean_prior_squared_error
0.36940459271455434
root_mean_prior_squared_error
0.36940459271455434
root_mean_prior_squared_error
0.36940459271455434
root_mean_prior_squared_error
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root_mean_prior_squared_error
0.36936606105183667
root_mean_prior_squared_error
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root_mean_prior_squared_error
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root_mean_prior_squared_error
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root_mean_prior_squared_error
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root_mean_squared_error
0.15333635409649854
root_mean_squared_error
0.14039524110574095
root_mean_squared_error
0.12586921034426177
root_mean_squared_error
0.1538630382884516
root_mean_squared_error
0.14612533457587404
root_mean_squared_error
0.16889569783513947
root_mean_squared_error
0.1447018908154951
root_mean_squared_error
0.17694411802174537
root_mean_squared_error
0.1395444913155198
root_mean_squared_error
0.1474360024489492
root_relative_squared_error
0.4150905460316903
root_relative_squared_error
0.3800581905981524
root_relative_squared_error
0.3407353693664637
root_relative_squared_error
0.416516311174681
root_relative_squared_error
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root_relative_squared_error
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root_relative_squared_error
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root_relative_squared_error
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root_relative_squared_error
0.3777970471280367
root_relative_squared_error
0.39916220153493137
total_cost
0
total_cost
0
total_cost
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total_cost
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total_cost
0
total_cost
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total_cost
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total_cost
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total_cost
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total_cost
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usercpu_time_millis
1883.7457620029454
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
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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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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usercpu_time_millis_training
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