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memory
null
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steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "histgradientboostingclassifier", "step_name": "histgradientboostingclassifier"}}]
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verbose
false
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add_indicator
false
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copy
true
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fill_value
null
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missing_values
NaN
12737
strategy
"most_frequent"
12737
verbose
0
12737
l2_regularization
0.01
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learning_rate
0.1
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loss
"auto"
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max_bins
16
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max_depth
12
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max_iter
350
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max_leaf_nodes
32
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min_samples_leaf
29
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n_iter_no_change
null
12677
random_state
801
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scoring
null
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tol
1e-07
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validation_fraction
0.1
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verbose
0
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openml-python
Sklearn_0.21.2.
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predictive_accuracy
0.5833333333333334
predictive_accuracy
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predictive_accuracy
0.6127450980392157
predictive_accuracy
0.6176470588235294
predictive_accuracy
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predictive_accuracy
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predictive_accuracy
0.5849673202614379
predictive_accuracy
0.6339869281045751
predictive_accuracy
0.5941080196399345
predictive_accuracy
0.6202945990180033