9977
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memory
null
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steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "columntransformer", "step_name": "columntransformer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "randomforestclassifier", "step_name": "randomforestclassifier"}}]
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verbose
false
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add_indicator
false
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copy
true
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fill_value
null
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missing_values
NaN
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strategy
"most_frequent"
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verbose
0
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n_jobs
null
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remainder
"drop"
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sparse_threshold
0.3
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transformer_weights
null
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transformers
[{"oml-python:serialized_object": "component_reference", "value": {"key": "num", "step_name": "num", "argument_1": [true, true, true, true, true, true, false, false, true, true, true, true, true, true, false, false, true, true, true, true, true, true, false, false, true, true, true, true, true, true, false, false, true, true, true, true, true, true, false, false, true, true, true, true, true, true, false, false, true, true, true, true, true, true, false, false, true, true, true, true, true, true, false, false, true, true, true, true, true, true, false, false, true, true, true, true, true, true, false, false, true, true, true, true, true, true, false, false, true, true, true, false, true, true, true, false, true, true, true, false, true, true, true, false, true, true, true, false, true, true, true, false, true, true, true, false, true, true]}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "cat", "step_name": "cat", "argument_1": [false, false, false, false, false, false, true, true, false, false, false, false, false, false, true, true, false, false, false, false, false, false, true, true, false, false, false, false, false, false, true, true, false, false, false, false, false, false, true, true, false, false, false, false, false, false, true, true, false, false, false, false, false, false, true, true, false, false, false, false, false, false, true, true, false, false, false, false, false, false, true, true, false, false, false, false, false, false, true, true, false, false, false, false, false, false, true, true, false, false, false, true, false, false, false, true, false, false, false, true, false, false, false, true, false, false, false, true, false, false, false, true, false, false, false, true, false, false]}}]
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verbose
false
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memory
null
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steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "standardscaler", "step_name": "standardscaler"}}]
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verbose
false
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copy
true
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with_mean
true
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with_std
true
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memory
null
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steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "onehotencoder", "step_name": "onehotencoder"}}]
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verbose
false
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categorical_features
null
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categories
null
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drop
null
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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
null
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sparse
true
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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
0.056987717296177576
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max_leaf_nodes
null
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min_impurity_decrease
0
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min_impurity_split
null
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min_samples_leaf
3
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min_samples_split
3
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min_weight_fraction_leaf
0.0
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n_estimators
100
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n_jobs
null
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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
17650
openml-python
Sklearn_0.21.2.
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wall_clock_time_millis_training
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75.19597899226937
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78.03348999004811
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73.05969700973947
usercpu_time_millis_testing
73.58206700882874
usercpu_time_millis_testing
79.1322129953187
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6716.584616995533
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6945.5521020136075
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6650.412269009394
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6652.193243993679
wall_clock_time_millis_testing
75.19960403442383
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74.25713539123535
wall_clock_time_millis_testing
75.01506805419922
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wall_clock_time_millis_testing
78.03893089294434
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wall_clock_time_millis
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predictive_accuracy
0.9675079779518422
predictive_accuracy
0.9677980852915579
predictive_accuracy
0.9640266898752539
predictive_accuracy
0.972439802727009
predictive_accuracy
0.9701189440092834
predictive_accuracy
0.965467208357516
predictive_accuracy
0.9666279744631456
predictive_accuracy
0.9724318049912942
predictive_accuracy
0.9677887405687754
predictive_accuracy
0.9692396982008126