3481
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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
12737
fill_value
null
12737
missing_values
NaN
12737
strategy
"most_frequent"
12737
verbose
0
12737
l2_regularization
1e-10
12677
learning_rate
0.1
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loss
"auto"
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max_bins
16
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max_depth
10
12677
max_iter
250
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max_leaf_nodes
32
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min_samples_leaf
13
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n_iter_no_change
null
12677
random_state
63753
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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
12677
openml-python
Sklearn_0.21.2.
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predictive_accuracy
0.9551282051282052
predictive_accuracy
0.95
predictive_accuracy
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predictive_accuracy
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predictive_accuracy
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predictive_accuracy
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predictive_accuracy
0.9564102564102565
predictive_accuracy
0.9666238767650834
predictive_accuracy
0.9576379974326059
predictive_accuracy
0.9679075738125802