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
12677
loss
"auto"
12677
max_bins
128
12677
max_depth
16
12677
max_iter
100
12677
max_leaf_nodes
128
12677
min_samples_leaf
10
12677
n_iter_no_change
null
12677
random_state
61915
12677
scoring
null
12677
tol
1e-07
12677
validation_fraction
0.2
12677
verbose
0
12677
openml-python
Sklearn_0.21.2.
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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
749.6933937072754
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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usercpu_time_millis_testing
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usercpu_time_millis_testing
3.0788820004090667
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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usercpu_time_millis
870.7063930050936
usercpu_time_millis
430.9594279911835
usercpu_time_millis
513.841791980667
wall_clock_time_millis_testing
4.44793701171875
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
4.8580169677734375
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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wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
513.8585567474365
predictive_accuracy
0.8441558441558441
predictive_accuracy
0.7272727272727273
predictive_accuracy
0.7922077922077922
predictive_accuracy
0.7532467532467533
predictive_accuracy
0.6623376623376623
predictive_accuracy
0.7142857142857143
predictive_accuracy
0.7272727272727273
predictive_accuracy
0.7792207792207793
predictive_accuracy
0.7763157894736842
predictive_accuracy
0.6973684210526315