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
false
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class_weight
null
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criterion
"entropy"
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max_depth
null
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max_features
0.5812903434433273
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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
15
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min_samples_split
2
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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
173371.59957699987
usercpu_time_millis_training
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usercpu_time_millis_training
174493.00046999997
usercpu_time_millis_training
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usercpu_time_millis_training
177128.9112250015
usercpu_time_millis_training
169824.98425099766
usercpu_time_millis_training
173798.5566660027
usercpu_time_millis_training
181647.48971399968
usercpu_time_millis_training
174309.03068499902
usercpu_time_millis_training
175245.38376499913
usercpu_time_millis_testing
91.86312699966948
usercpu_time_millis_testing
90.92807699926198
usercpu_time_millis_testing
127.91050099986023
usercpu_time_millis_testing
92.07887899901834
usercpu_time_millis_testing
89.85046900124871
usercpu_time_millis_testing
94.52698799941572
usercpu_time_millis_testing
89.81829300319077
usercpu_time_millis_testing
91.09749400158762
usercpu_time_millis_testing
89.37231799791334
usercpu_time_millis_testing
92.13430999807315
usercpu_time_millis
173463.46270399954
usercpu_time_millis
176293.98903599576
usercpu_time_millis
174620.91097099983
usercpu_time_millis
175420.76907500086
usercpu_time_millis
177218.76169400275
usercpu_time_millis
169919.51123899707
usercpu_time_millis
173888.3749590059
usercpu_time_millis
181738.58720800126
usercpu_time_millis
174398.40300299693
usercpu_time_millis
175337.5180749972
predictive_accuracy
0.8
predictive_accuracy
0.785
predictive_accuracy
0.785
predictive_accuracy
0.84
predictive_accuracy
0.775
predictive_accuracy
0.84
predictive_accuracy
0.845
predictive_accuracy
0.815
predictive_accuracy
0.845
predictive_accuracy
0.8