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
"entropy"
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max_depth
null
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max_features
0.6970114943272577
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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
2
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min_samples_split
13
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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
138935.56678999995
usercpu_time_millis_training
139405.7859990007
usercpu_time_millis_training
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usercpu_time_millis_training
137786.35498199947
usercpu_time_millis_testing
90.32575600031123
usercpu_time_millis_testing
63.97072000072512
usercpu_time_millis_testing
88.9015089996974
usercpu_time_millis_testing
90.08898400134058
usercpu_time_millis_testing
88.80216900070081
usercpu_time_millis_testing
88.77166000092984
usercpu_time_millis_testing
89.6987670003
usercpu_time_millis_testing
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usercpu_time_millis_testing
90.6849240000156
usercpu_time_millis_testing
94.00954400007322
usercpu_time_millis
135527.81438700185
usercpu_time_millis
137660.0033440009
usercpu_time_millis
134349.18603000004
usercpu_time_millis
138753.75415000055
usercpu_time_millis
138772.89928299977
usercpu_time_millis
138901.80930800125
usercpu_time_millis
139025.26555700024
usercpu_time_millis
139499.03782299953
usercpu_time_millis
139663.74471900053
usercpu_time_millis
137880.36452599952
predictive_accuracy
0.81
predictive_accuracy
0.82
predictive_accuracy
0.82
predictive_accuracy
0.835
predictive_accuracy
0.79
predictive_accuracy
0.87
predictive_accuracy
0.85
predictive_accuracy
0.835
predictive_accuracy
0.845
predictive_accuracy
0.79