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
8316
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
"entropy"
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max_depth
null
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max_features
0.332462540281946
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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
20
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min_samples_split
18
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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
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openml-python
Sklearn_0.19.1.
study_98
usercpu_time_millis_training
56596.38844800065
usercpu_time_millis_training
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usercpu_time_millis_training
56082.70573499976
usercpu_time_millis_training
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usercpu_time_millis_training
56728.01675199844
usercpu_time_millis_training
56506.932229000085
usercpu_time_millis_training
56128.363892999914
usercpu_time_millis_training
56710.55980300116
usercpu_time_millis_training
56268.5441499998
usercpu_time_millis_training
56079.23684100024
usercpu_time_millis_testing
124.5132879994344
usercpu_time_millis_testing
86.03137099999003
usercpu_time_millis_testing
86.16572399841971
usercpu_time_millis_testing
88.99254099924292
usercpu_time_millis_testing
86.09426399925724
usercpu_time_millis_testing
98.65330300090136
usercpu_time_millis_testing
88.00767700085999
usercpu_time_millis_testing
86.80206899953191
usercpu_time_millis_testing
87.66075099993031
usercpu_time_millis_testing
91.71991599941975
usercpu_time_millis
56720.90173600009
usercpu_time_millis
56514.40129000002
usercpu_time_millis
56168.87145899818
usercpu_time_millis
56474.89002600014
usercpu_time_millis
56814.111015997696
usercpu_time_millis
56605.58553200099
usercpu_time_millis
56216.371570000774
usercpu_time_millis
56797.36187200069
usercpu_time_millis
56356.20490099973
usercpu_time_millis
56170.95675699966
predictive_accuracy
0.765
predictive_accuracy
0.785
predictive_accuracy
0.795
predictive_accuracy
0.815
predictive_accuracy
0.76
predictive_accuracy
0.87
predictive_accuracy
0.845
predictive_accuracy
0.81
predictive_accuracy
0.83
predictive_accuracy
0.79