146227
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memory
null
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axis
0
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categorical_features
[2, 4, 5, 19]
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copy
true
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fill_empty
0
8316
missing_values
"NaN"
8316
strategy
"mean"
8316
strategy_nominal
"most_frequent"
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verbose
0
8316
categorical_features
[2, 4, 5, 19]
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
7644
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
0.9229946495613506
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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
12
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min_samples_split
18
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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
61370.589181999094
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
64912.87389899662
usercpu_time_millis_training
63179.815176001284
usercpu_time_millis_training
63307.27262199798
usercpu_time_millis_training
68835.62046500447
usercpu_time_millis_training
68547.32443299872
usercpu_time_millis_testing
181.56118700426305
usercpu_time_millis_testing
176.97639600373805
usercpu_time_millis_testing
178.84140300157014
usercpu_time_millis_testing
183.45344100089278
usercpu_time_millis_testing
191.71687399648363
usercpu_time_millis_testing
179.95572600193555
usercpu_time_millis_testing
179.59375899954466
usercpu_time_millis_testing
172.4793969988241
usercpu_time_millis_testing
184.0029590021004
usercpu_time_millis_testing
199.07938800315605
usercpu_time_millis
61552.15036900336
usercpu_time_millis
61355.140291008865
usercpu_time_millis
68767.75842600182
usercpu_time_millis
63382.1414960039
usercpu_time_millis
69410.91273499478
usercpu_time_millis
65092.82962499856
usercpu_time_millis
63359.40893500083
usercpu_time_millis
63479.752018996805
usercpu_time_millis
69019.62342400657
usercpu_time_millis
68746.40382100188
predictive_accuracy
0.938
predictive_accuracy
0.94
predictive_accuracy
0.948
predictive_accuracy
0.934
predictive_accuracy
0.948
predictive_accuracy
0.944
predictive_accuracy
0.938
predictive_accuracy
0.934
predictive_accuracy
0.926
predictive_accuracy
0.934