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
1e-09
12677
learning_rate
0.1
12677
loss
"auto"
12677
max_bins
128
12677
max_depth
17
12677
max_iter
450
12677
max_leaf_nodes
64
12677
min_samples_leaf
5
12677
n_iter_no_change
null
12677
random_state
51096
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scoring
null
12677
tol
1e-07
12677
validation_fraction
0.2
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verbose
0
12677
openml-python
Sklearn_0.21.2.
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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16.25282599707134
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wall_clock_time_millis_testing
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wall_clock_time_millis_testing
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wall_clock_time_millis
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wall_clock_time_millis
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predictive_accuracy
0.8181818181818182
predictive_accuracy
0.7272727272727273
predictive_accuracy
0.7532467532467533
predictive_accuracy
0.7142857142857143
predictive_accuracy
0.7142857142857143
predictive_accuracy
0.7662337662337663
predictive_accuracy
0.7922077922077922
predictive_accuracy
0.8311688311688312
predictive_accuracy
0.7631578947368421
predictive_accuracy
0.7368421052631579