3573
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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
12677
learning_rate
0.1
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loss
"auto"
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max_bins
8
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max_depth
4
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max_iter
400
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max_leaf_nodes
32
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min_samples_leaf
14
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n_iter_no_change
null
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random_state
32419
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scoring
null
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tol
1e-07
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validation_fraction
0.2
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verbose
0
12677
openml-python
Sklearn_0.21.2.
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predictive_accuracy
0.981
predictive_accuracy
0.9825714285714285
predictive_accuracy
0.9808571428571429
predictive_accuracy
0.9805714285714285
predictive_accuracy
0.9807142857142858
predictive_accuracy
0.9795714285714285
predictive_accuracy
0.977
predictive_accuracy
0.9808571428571429
predictive_accuracy
0.9844285714285714
predictive_accuracy
0.9798571428571429