14
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memory
null
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axis
0
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categorical_features
[]
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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
"mean"
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strategy_nominal
"most_frequent"
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verbose
0
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categorical_features
[]
7644
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
0.29345630302342074
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max_leaf_nodes
null
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min_impurity_decrease
0.0
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min_impurity_split
null
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min_samples_leaf
18
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min_samples_split
11
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min_weight_fraction_leaf
0.0
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n_estimators
500
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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
7684
openml-python
Sklearn_0.19.1.
study_98
usercpu_time_millis_training
13023.911525000585
usercpu_time_millis_training
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usercpu_time_millis_training
12894.507738999891
usercpu_time_millis_training
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usercpu_time_millis_training
12767.822099000114
usercpu_time_millis_training
12837.697295999533
usercpu_time_millis_training
12803.967172000739
usercpu_time_millis_training
12821.490469999844
usercpu_time_millis_training
12799.820508999801
usercpu_time_millis_training
12726.022686999386
usercpu_time_millis_testing
118.30752000059874
usercpu_time_millis_testing
89.67577099974733
usercpu_time_millis_testing
85.92297099949064
usercpu_time_millis_testing
87.81522199933534
usercpu_time_millis_testing
85.82687499983876
usercpu_time_millis_testing
89.40179999990505
usercpu_time_millis_testing
89.86373100015044
usercpu_time_millis_testing
90.16098900065117
usercpu_time_millis_testing
89.5664260006015
usercpu_time_millis_testing
89.33505799996055
usercpu_time_millis
13142.219045001184
usercpu_time_millis
13067.70939299986
usercpu_time_millis
12980.430709999382
usercpu_time_millis
13243.80204999943
usercpu_time_millis
12853.648973999952
usercpu_time_millis
12927.099095999438
usercpu_time_millis
12893.83090300089
usercpu_time_millis
12911.651459000495
usercpu_time_millis
12889.386935000402
usercpu_time_millis
12815.357744999346
predictive_accuracy
0.775
predictive_accuracy
0.77
predictive_accuracy
0.79
predictive_accuracy
0.82
predictive_accuracy
0.78
predictive_accuracy
0.825
predictive_accuracy
0.825
predictive_accuracy
0.825
predictive_accuracy
0.825
predictive_accuracy
0.785