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
false
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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
0.2732507074025541
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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
14
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min_samples_split
12
7684
min_weight_fraction_leaf
0.0
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n_estimators
500
7684
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
20000.103018999653
usercpu_time_millis_training
20060.292244001175
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
20001.468537997425
usercpu_time_millis_training
19919.882448000862
usercpu_time_millis_training
19963.186752000183
usercpu_time_millis_training
20074.6058980003
usercpu_time_millis_training
20047.56985199856
usercpu_time_millis_testing
133.11517499823822
usercpu_time_millis_testing
90.52486500149826
usercpu_time_millis_testing
89.40993000214803
usercpu_time_millis_testing
91.75547400081996
usercpu_time_millis_testing
92.10796199840843
usercpu_time_millis_testing
90.44220299983863
usercpu_time_millis_testing
94.48233100192738
usercpu_time_millis_testing
91.02012799849035
usercpu_time_millis_testing
93.41940000012983
usercpu_time_millis_testing
93.29890799926943
usercpu_time_millis
20133.21819399789
usercpu_time_millis
20150.817109002674
usercpu_time_millis
20228.546866004763
usercpu_time_millis
19958.207186002255
usercpu_time_millis
20077.127887001552
usercpu_time_millis
20091.910740997264
usercpu_time_millis
20014.36477900279
usercpu_time_millis
20054.206879998674
usercpu_time_millis
20168.02529800043
usercpu_time_millis
20140.86875999783
predictive_accuracy
0.79
predictive_accuracy
0.805
predictive_accuracy
0.815
predictive_accuracy
0.84
predictive_accuracy
0.8
predictive_accuracy
0.85
predictive_accuracy
0.83
predictive_accuracy
0.84
predictive_accuracy
0.845
predictive_accuracy
0.8