9977
19039
Python_3.7.12. Sklearn_1.0.1. NumPy_1.19.5. SciPy_1.4.1.
memory
null
19039
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "columntransformer", "step_name": "columntransformer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "gradientboostingclassifier", "step_name": "gradientboostingclassifier"}}]
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verbose
false
19039
n_jobs
null
19031
remainder
"drop"
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sparse_threshold
0.3
19031
transformer_weights
null
19031
transformers
[{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer", "argument_1": {"oml-python:serialized_object": "function", "value": "openml.extensions.sklearn.cont"}}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "onehotencoder", "step_name": "onehotencoder", "argument_1": {"oml-python:serialized_object": "function", "value": "openml.extensions.sklearn.cat"}}}]
19031
verbose
false
19031
verbose_feature_names_out
true
19031
add_indicator
false
19032
copy
true
19032
fill_value
null
19032
missing_values
NaN
19032
strategy
"median"
19032
verbose
0
19032
categories
"auto"
19033
drop
null
19033
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
19033
handle_unknown
"ignore"
19033
sparse
true
19033
ccp_alpha
0.0
19040
criterion
"friedman_mse"
19040
init
null
19040
learning_rate
0.38292381750147175
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loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
426
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
186
19040
min_samples_split
2
19040
min_weight_fraction_leaf
0.0
19040
n_estimators
100
19040
n_iter_no_change
19
19040
random_state
34006
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.3079209264610137
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
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usercpu_time_millis_training
29675.35511099959
usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
29495.945943999686
usercpu_time_millis_training
30080.399587999636
usercpu_time_millis_training
29836.7360609991
usercpu_time_millis_training
29485.035704999973
wall_clock_time_millis_training
30267.702102661133
wall_clock_time_millis_training
30835.536003112793
wall_clock_time_millis_training
29751.950979232788
wall_clock_time_millis_training
30202.9070854187
wall_clock_time_millis_training
30020.732641220093
wall_clock_time_millis_training
30393.4326171875
wall_clock_time_millis_training
30001.02424621582
wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
29930.373430252075
usercpu_time_millis_testing
78.4524999999121
usercpu_time_millis_testing
76.68848199864442
usercpu_time_millis_testing
78.74608899874147
usercpu_time_millis_testing
83.42690000063158
usercpu_time_millis_testing
79.53509499930078
usercpu_time_millis_testing
77.07759000004444
usercpu_time_millis_testing
78.49428100053046
usercpu_time_millis_testing
78.32198100004462
usercpu_time_millis_testing
79.63680700049736
usercpu_time_millis_testing
45.025786999758566
usercpu_time_millis
29867.248651999034
usercpu_time_millis
30279.39789499942
usercpu_time_millis
29289.518775000033
usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
29922.570243001246
usercpu_time_millis
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usercpu_time_millis
30158.72156899968
usercpu_time_millis
29916.3728679996
usercpu_time_millis
29530.06149199973
wall_clock_time_millis_testing
79.46109771728516
wall_clock_time_millis_testing
77.15630531311035
wall_clock_time_millis_testing
80.66487312316895
wall_clock_time_millis_testing
83.57453346252441
wall_clock_time_millis_testing
79.6964168548584
wall_clock_time_millis_testing
77.53491401672363
wall_clock_time_millis_testing
78.8271427154541
wall_clock_time_millis_testing
79.56099510192871
wall_clock_time_millis_testing
79.82540130615234
wall_clock_time_millis_testing
45.04680633544922
wall_clock_time_millis
30347.163200378418
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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predictive_accuracy
0.9683782999709892
predictive_accuracy
0.962866260516391
predictive_accuracy
0.9634464751958225
predictive_accuracy
0.9689585146504207
predictive_accuracy
0.9648970118944009
predictive_accuracy
0.9637260591990714
predictive_accuracy
0.9651770168311086
predictive_accuracy
0.9698200812536274
predictive_accuracy
0.9628554846198492
predictive_accuracy
0.9669181659895532