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
0.7227628391031654
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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
9
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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
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openml-python
Sklearn_0.19.1.
study_98
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
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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
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usercpu_time_millis_training
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usercpu_time_millis_testing
91.3331419997121
usercpu_time_millis_testing
97.36346200043045
usercpu_time_millis_testing
89.0674329984904
usercpu_time_millis_testing
88.97512400108099
usercpu_time_millis_testing
91.34078799979761
usercpu_time_millis_testing
89.20845499960706
usercpu_time_millis_testing
90.12044699920807
usercpu_time_millis_testing
92.70039900002303
usercpu_time_millis_testing
90.7838740022271
usercpu_time_millis_testing
90.66744799929438
usercpu_time_millis
220921.3242659989
usercpu_time_millis
225376.75945599948
usercpu_time_millis
223855.90558599873
usercpu_time_millis
223432.11550200067
usercpu_time_millis
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usercpu_time_millis
221205.04674900076
usercpu_time_millis
225392.5834019992
usercpu_time_millis
229095.19036100028
usercpu_time_millis
222374.7073630002
usercpu_time_millis
223048.15522599893
predictive_accuracy
0.805
predictive_accuracy
0.785
predictive_accuracy
0.79
predictive_accuracy
0.845
predictive_accuracy
0.81
predictive_accuracy
0.83
predictive_accuracy
0.845
predictive_accuracy
0.835
predictive_accuracy
0.835
predictive_accuracy
0.79