37
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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"}}]
12736
verbose
false
12736
add_indicator
false
12737
copy
true
12737
fill_value
null
12737
missing_values
NaN
12737
strategy
"most_frequent"
12737
verbose
0
12737
l2_regularization
1.0
12677
learning_rate
0.1
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loss
"auto"
12677
max_bins
256
12677
max_depth
10
12677
max_iter
450
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max_leaf_nodes
64
12677
min_samples_leaf
12
12677
n_iter_no_change
null
12677
random_state
59156
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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
0.8181818181818182
predictive_accuracy
0.7012987012987013
predictive_accuracy
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predictive_accuracy
0.7142857142857143
predictive_accuracy
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predictive_accuracy
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predictive_accuracy
0.7402597402597403
predictive_accuracy
0.7922077922077922
predictive_accuracy
0.7894736842105263
predictive_accuracy
0.6973684210526315