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
"gini"
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max_depth
null
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max_features
0.8837301599473701
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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
7684
min_samples_leaf
12
7684
min_samples_split
19
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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
34957.59594499941
usercpu_time_millis_training
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usercpu_time_millis_training
34743.26782499884
usercpu_time_millis_training
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usercpu_time_millis_training
35131.877773999804
usercpu_time_millis_training
35005.651264000335
usercpu_time_millis_training
35248.4079879996
usercpu_time_millis_training
35181.80644300082
usercpu_time_millis_training
34919.94581700055
usercpu_time_millis_training
34889.7699299996
usercpu_time_millis_testing
122.44106400066812
usercpu_time_millis_testing
87.94168699932925
usercpu_time_millis_testing
89.70376900106203
usercpu_time_millis_testing
90.84278299997095
usercpu_time_millis_testing
95.51013300006161
usercpu_time_millis_testing
86.81290599997737
usercpu_time_millis_testing
87.59125100004894
usercpu_time_millis_testing
87.92961499966623
usercpu_time_millis_testing
85.05296000112139
usercpu_time_millis_testing
87.1793179994711
usercpu_time_millis
35080.03700900008
usercpu_time_millis
34775.740475999555
usercpu_time_millis
34832.9715939999
usercpu_time_millis
34904.16439699948
usercpu_time_millis
35227.387906999866
usercpu_time_millis
35092.46417000031
usercpu_time_millis
35335.99923899965
usercpu_time_millis
35269.73605800049
usercpu_time_millis
35004.998777001674
usercpu_time_millis
34976.94924799907
predictive_accuracy
0.78
predictive_accuracy
0.75
predictive_accuracy
0.775
predictive_accuracy
0.805
predictive_accuracy
0.765
predictive_accuracy
0.805
predictive_accuracy
0.805
predictive_accuracy
0.8
predictive_accuracy
0.825
predictive_accuracy
0.78