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
0.01
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loss
"auto"
12677
max_bins
64
12677
max_depth
null
12677
max_iter
450
12677
max_leaf_nodes
4
12677
min_samples_leaf
3
12677
n_iter_no_change
null
12677
random_state
24133
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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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7.926382997538894
usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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253.84836900047958
usercpu_time_millis
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usercpu_time_millis
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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_testing
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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_testing
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wall_clock_time_millis
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wall_clock_time_millis
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predictive_accuracy
0.8571428571428571
predictive_accuracy
0.6883116883116883
predictive_accuracy
0.8051948051948052
predictive_accuracy
0.7272727272727273
predictive_accuracy
0.7272727272727273
predictive_accuracy
0.8051948051948052
predictive_accuracy
0.7402597402597403
predictive_accuracy
0.8181818181818182
predictive_accuracy
0.7763157894736842
predictive_accuracy
0.7368421052631579