3
12736
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-05
12677
learning_rate
0.01
12677
loss
"auto"
12677
max_bins
8
12677
max_depth
4
12677
max_iter
350
12677
max_leaf_nodes
16
12677
min_samples_leaf
4
12677
n_iter_no_change
null
12677
random_state
2780
12677
scoring
null
12677
tol
1e-07
12677
validation_fraction
0.1
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
2641.6819999976724
usercpu_time_millis_training
2699.6860000035667
wall_clock_time_millis_training
348.6778736114502
wall_clock_time_millis_training
407.5808525085449
wall_clock_time_millis_training
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wall_clock_time_millis_training
336.2889289855957
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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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
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
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usercpu_time_millis_testing
56.795999997120816
usercpu_time_millis_testing
21.356000001105713
usercpu_time_millis
2702.5979999998526
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
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usercpu_time_millis
2733.1759999979113
usercpu_time_millis
2787.2299999980896
usercpu_time_millis
2698.477999994793
usercpu_time_millis
2721.0420000046724
wall_clock_time_millis_testing
6.168127059936523
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
7.361888885498047
wall_clock_time_millis_testing
6.356954574584961
wall_clock_time_millis_testing
6.378889083862305
wall_clock_time_millis_testing
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wall_clock_time_millis_testing
6.059885025024414
wall_clock_time_millis
354.8460006713867
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
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wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
349.48205947875977
wall_clock_time_millis
359.96389389038086
predictive_accuracy
0.965625
predictive_accuracy
0.95
predictive_accuracy
0.9625
predictive_accuracy
0.9875
predictive_accuracy
0.95625
predictive_accuracy
0.975
predictive_accuracy
0.9498432601880877
predictive_accuracy
0.9592476489028213
predictive_accuracy
0.9717868338557993
predictive_accuracy
0.9592476489028213