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-10
12677
learning_rate
0.1
12677
loss
"auto"
12677
max_bins
16
12677
max_depth
13
12677
max_iter
50
12677
max_leaf_nodes
16
12677
min_samples_leaf
6
12677
n_iter_no_change
null
12677
random_state
27285
12677
scoring
null
12677
tol
1e-07
12677
validation_fraction
0.1
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verbose
0
12677
openml-python
Sklearn_0.21.2.
usercpu_time_millis_training
1874.0080000025046
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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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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
970.2780000006896
usercpu_time_millis_training
858.1379999995988
usercpu_time_millis_training
952.2279999982857
wall_clock_time_millis_training
359.06195640563965
wall_clock_time_millis_training
140.5200958251953
wall_clock_time_millis_training
114.8529052734375
wall_clock_time_millis_training
255.9962272644043
wall_clock_time_millis_training
141.585111618042
wall_clock_time_millis_training
110.53800582885742
wall_clock_time_millis_training
195.92595100402832
wall_clock_time_millis_training
132.1709156036377
wall_clock_time_millis_training
123.1837272644043
wall_clock_time_millis_training
131.87885284423828
usercpu_time_millis_testing
11.158000001159962
usercpu_time_millis_testing
4.948000001604669
usercpu_time_millis_testing
5.0760000012815
usercpu_time_millis_testing
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usercpu_time_millis_testing
4.957999997714069
usercpu_time_millis_testing
4.761999996844679
usercpu_time_millis_testing
15.579999999317806
usercpu_time_millis_testing
5.071999999927357
usercpu_time_millis_testing
16.203999999561347
usercpu_time_millis_testing
5.091999999422114
usercpu_time_millis
1885.1660000036645
usercpu_time_millis
914.0620000034687
usercpu_time_millis
884.6900000025926
usercpu_time_millis
1485.3899999980058
usercpu_time_millis
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usercpu_time_millis
863.4239999955753
usercpu_time_millis
1233.8919999965583
usercpu_time_millis
975.350000000617
usercpu_time_millis
874.3419999991602
usercpu_time_millis
957.3199999977078
wall_clock_time_millis_testing
1.6951560974121094
wall_clock_time_millis_testing
1.2927055358886719
wall_clock_time_millis_testing
1.3098716735839844
wall_clock_time_millis_testing
8.671045303344727
wall_clock_time_millis_testing
1.2969970703125
wall_clock_time_millis_testing
1.2669563293457031
wall_clock_time_millis_testing
2.353191375732422
wall_clock_time_millis_testing
1.3058185577392578
wall_clock_time_millis_testing
2.671957015991211
wall_clock_time_millis_testing
1.3179779052734375
wall_clock_time_millis
360.75711250305176
wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
264.667272567749
wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
198.27914237976074
wall_clock_time_millis
133.47673416137695
wall_clock_time_millis
125.85568428039551
wall_clock_time_millis
133.19683074951172
predictive_accuracy
0.99375
predictive_accuracy
0.9875
predictive_accuracy
0.99375
predictive_accuracy
1.0
predictive_accuracy
1.0
predictive_accuracy
1.0
predictive_accuracy
0.9937304075235109
predictive_accuracy
0.987460815047022
predictive_accuracy
1.0
predictive_accuracy
1.0