5970369
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)
4005102
class_weight
null
6941
criterion
"gini"
6941
max_depth
10
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
6941
min_weight_fraction_leaf
0.0
6941
presort
false
6941
random_state
61158
6941
splitter
"best"
6941
axis
0
6947
categorical_features
[0, 1]
6947
copy
true
6947
fill_empty
0
6947
missing_values
"NaN"
6947
strategy
"mean"
6947
strategy_nominal
"most_frequent"
6947
verbose
0
6947
categorical_features
[0, 1]
6948
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
6948
handle_unknown
"ignore"
6948
n_values
"auto"
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sparse
false
6948
threshold
0.0
6949
algorithm
"SAMME"
6971
learning_rate
0.23011468708213859
6971
n_estimators
471
6971
random_state
30750
6971
openml-pimp
openml-python
Sklearn_0.18.1.
study_71
23380
cjs
https://www.openml.org/data/download/1910442/phpDAC5gS
-1
12864107
description
https://api.openml.org/data/download/12864107/description.xml
-1
12864108
predictions
https://api.openml.org/data/download/12864108/predictions.arff
area_under_roc_curve
1 [1,1,1,1,1,1]
average_cost
0
f_measure
1 [1,1,1,1,1,1]
kappa
1
kb_relative_information_score
146.26159118676844
mean_absolute_error
0.2757620547854404
mean_prior_absolute_error
0.27287997162595995
number_of_instances
2796 [576,341,680,511,414,274]
precision
1 [1,1,1,1,1,1]
predictive_accuracy
1
prior_entropy
2.5206634795042744
recall
1 [1,1,1,1,1,1]
relative_absolute_error
1.0105617247843712
root_mean_prior_squared_error
0.3693707377543301
root_mean_squared_error
0.36997927124691543
root_relative_squared_error
1.0016474870107066
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
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]
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
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]
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kb_relative_information_score
14.752399659098815
kb_relative_information_score
14.761664885399657
kb_relative_information_score
14.751495615328468
kb_relative_information_score
14.72401954328325
kb_relative_information_score
14.43133531736292
kb_relative_information_score
14.616220462183868
kb_relative_information_score
14.538041003794426
kb_relative_information_score
14.572351952805342
kb_relative_information_score
14.556001973561559
kb_relative_information_score
14.558060773949887
mean_absolute_error
0.27576965707118334
mean_absolute_error
0.27576040081968006
mean_absolute_error
0.2757604994183157
mean_absolute_error
0.2757548655598692
mean_absolute_error
0.2757705779325271
mean_absolute_error
0.2757618859831359
mean_absolute_error
0.275756359897227
mean_absolute_error
0.27575776589889117
mean_absolute_error
0.27576406324313824
mean_absolute_error
0.2757644521090339
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
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]
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
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
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
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]
relative_absolute_error
1.0104969656692646
relative_absolute_error
1.010463048181181
relative_absolute_error
1.0104634094740919
relative_absolute_error
1.010442765444848
relative_absolute_error
1.0108733205235245
relative_absolute_error
1.0105739007647774
relative_absolute_error
1.010560281642479
relative_absolute_error
1.0105654341961254
relative_absolute_error
1.0105885119810885
relative_absolute_error
1.0105899370522244
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
0.36940459271455434
root_mean_prior_squared_error
0.36926827610333357
root_mean_prior_squared_error
0.36936606105183667
root_mean_prior_squared_error
0.3693636368423697
root_mean_prior_squared_error
0.3693636368423697
root_mean_prior_squared_error
0.3693636368423697
root_mean_prior_squared_error
0.3693636368423697
root_mean_squared_error
0.3699894124342092
root_mean_squared_error
0.36997721235650105
root_mean_squared_error
0.36997728761746385
root_mean_squared_error
0.3699694328439698
root_mean_squared_error
0.36999078149584463
root_mean_squared_error
0.36997876690450354
root_mean_squared_error
0.3699715485862646
root_mean_squared_error
0.36997381671960544
root_mean_squared_error
0.36998180153259896
root_mean_squared_error
0.36998262532802473
root_relative_squared_error
1.0015831414421712
root_relative_squared_error
1.001550115112914
root_relative_squared_error
1.0015503188487753
root_relative_squared_error
1.0015290555140768
root_relative_squared_error
1.0019565866857973
root_relative_squared_error
1.0016588038731065
root_relative_squared_error
1.0016458353862112
root_relative_squared_error
1.0016519760376308
root_relative_squared_error
1.0016735937936767
root_relative_squared_error
1.0016758241037116
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
4986.251962
usercpu_time_millis
4898.150602999999
usercpu_time_millis
4892.902066
usercpu_time_millis
4922.254943999998
usercpu_time_millis
4943.246377000001
usercpu_time_millis
4835.570290999996
usercpu_time_millis
4905.442648000005
usercpu_time_millis
4884.093693999993
usercpu_time_millis
4887.36549899999
usercpu_time_millis
4812.1975400000065
usercpu_time_millis_testing
62.96772399999995
usercpu_time_millis_testing
63.63546000000042
usercpu_time_millis_testing
61.65651299999908
usercpu_time_millis_testing
61.88526400000072
usercpu_time_millis_testing
63.36854699999961
usercpu_time_millis_testing
61.40881599999659
usercpu_time_millis_testing
62.17984300000268
usercpu_time_millis_testing
61.67928400000022
usercpu_time_millis_testing
61.367628999995816
usercpu_time_millis_testing
61.51661700000233
usercpu_time_millis_training
4923.284238
usercpu_time_millis_training
4834.515142999999
usercpu_time_millis_training
4831.245553000001
usercpu_time_millis_training
4860.369679999998
usercpu_time_millis_training
4879.877830000001
usercpu_time_millis_training
4774.161475
usercpu_time_millis_training
4843.262805000002
usercpu_time_millis_training
4822.414409999993
usercpu_time_millis_training
4825.997869999995
usercpu_time_millis_training
4750.680923000004