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
100.0
12677
learning_rate
0.1
12677
loss
"auto"
12677
max_bins
32
12677
max_depth
13
12677
max_iter
300
12677
max_leaf_nodes
64
12677
min_samples_leaf
16
12677
n_iter_no_change
null
12677
random_state
52709
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scoring
null
12677
tol
1e-07
12677
validation_fraction
0.1
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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
780.9839248657227
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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6.154358998173848
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
614.6736559749115
usercpu_time_millis
608.7943000020459
wall_clock_time_millis_testing
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wall_clock_time_millis_testing
6.511449813842773
wall_clock_time_millis_testing
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wall_clock_time_millis_testing
6.297826766967773
wall_clock_time_millis_testing
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wall_clock_time_millis_testing
8.446216583251953
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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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wall_clock_time_millis
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wall_clock_time_millis
608.8440418243408
predictive_accuracy
0.8181818181818182
predictive_accuracy
0.7012987012987013
predictive_accuracy
0.7792207792207793
predictive_accuracy
0.7012987012987013
predictive_accuracy
0.7142857142857143
predictive_accuracy
0.8051948051948052
predictive_accuracy
0.7792207792207793
predictive_accuracy
0.8051948051948052
predictive_accuracy
0.7763157894736842
predictive_accuracy
0.7105263157894737