14967
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cv
null
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error_score
"raise"
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fit_params
{}
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iid
true
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n_iter
50
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n_jobs
1
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param_distributions
{"classifier__max_features": [0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9], "classifier__bootstrap": [true, false], "classifier__min_samples_split": [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20], "classifier__criterion": ["gini", "entropy"], "imputation__strategy": ["mean", "median", "most_frequent"]}
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pre_dispatch
"2*n_jobs"
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random_state
1
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refit
true
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return_train_score
true
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scoring
null
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verbose
0
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axis
0
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categorical_features
[0, 1]
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copy
true
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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"}
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handle_unknown
"ignore"
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n_values
"auto"
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sparse
true
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threshold
0.0
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bootstrap
true
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class_weight
null
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criterion
"gini"
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max_depth
null
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max_features
"auto"
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max_leaf_nodes
null
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min_impurity_split
1e-07
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min_samples_leaf
19
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min_samples_split
2
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min_weight_fraction_leaf
0.0
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n_estimators
10
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n_jobs
1
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oob_score
false
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random_state
1
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verbose
0
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warm_start
false
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openml-python
Sklearn_0.18.1.
usercpu_time_millis_training
20529.038281999874
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
20942.343427000196
usercpu_time_millis_training
19728.689496999777
usercpu_time_millis_training
19933.276029999888
usercpu_time_millis_training
19760.84902799994
usercpu_time_millis_training
19676.019388999975
predictive_accuracy
0.921428571429
predictive_accuracy
0.946428571429
predictive_accuracy
0.910714285714
predictive_accuracy
0.903571428571
predictive_accuracy
0.925
predictive_accuracy
0.9
predictive_accuracy
0.917562724014
predictive_accuracy
0.906810035842
predictive_accuracy
0.863799283154
predictive_accuracy
0.89247311828
usercpu_time_millis_testing
9.622048999972321
usercpu_time_millis_testing
9.846495999681792
usercpu_time_millis_testing
9.390149999944697
usercpu_time_millis_testing
10.086445000069943
usercpu_time_millis_testing
12.882007999905909
usercpu_time_millis_testing
9.456899999804591
usercpu_time_millis_testing
10.040192000360548
usercpu_time_millis_testing
9.618408999813255
usercpu_time_millis_testing
9.24691799991706
usercpu_time_millis_testing
10.07281200008947
usercpu_time_millis
20538.660330999846
usercpu_time_millis
19710.524125999655
usercpu_time_millis
19817.94869000032
usercpu_time_millis
19966.099830000076
usercpu_time_millis
20333.868138999605
usercpu_time_millis
20951.800327
usercpu_time_millis
19738.729689000138
usercpu_time_millis
19942.8944389997
usercpu_time_millis
19770.095945999856
usercpu_time_millis
19686.092201000065