7592
18576
memory
null
18576
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "columntransformer", "step_name": "columntransformer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "randomforestclassifier", "step_name": "randomforestclassifier"}}]
18576
verbose
false
18576
add_indicator
false
17407
copy
true
17407
fill_value
null
17407
missing_values
NaN
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strategy
"most_frequent"
17407
verbose
0
17407
n_jobs
null
18299
remainder
"drop"
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sparse_threshold
0.3
18299
transformer_weights
null
18299
transformers
[{"oml-python:serialized_object": "component_reference", "value": {"key": "num", "step_name": "num", "argument_1": [true, false, true, false, true, false, false, false, false, false, true, true, true, false]}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "cat", "step_name": "cat", "argument_1": [false, true, false, true, false, true, true, true, true, true, false, false, false, true]}}]
18299
verbose
false
18299
memory
null
18300
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "standardscaler", "step_name": "standardscaler"}}]
18300
verbose
false
18300
copy
true
17405
with_mean
true
17405
with_std
true
17405
memory
null
18301
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "onehotencoder", "step_name": "onehotencoder"}}]
18301
verbose
false
18301
categorical_features
null
17408
categories
null
17408
drop
null
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dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
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handle_unknown
"ignore"
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n_values
null
17408
sparse
true
17408
bootstrap
true
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class_weight
null
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criterion
"entropy"
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max_depth
null
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max_features
0.6726728735745272
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max_leaf_nodes
null
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min_impurity_decrease
0
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min_impurity_split
null
17692
min_samples_leaf
2
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min_samples_split
18
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min_weight_fraction_leaf
0.0
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n_estimators
500
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n_jobs
1
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oob_score
false
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random_state
1
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verbose
0
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warm_start
false
17692
openml-python
Sklearn_0.21.2.
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463643.9541590007
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460996.1552909999
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466474.152027
usercpu_time_millis_training
463373.34807899967
usercpu_time_millis_training
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usercpu_time_millis_training
464709.76980900014
usercpu_time_millis_training
458074.3263599998
usercpu_time_millis_training
462857.8350769985
usercpu_time_millis_training
460111.7787710009
wall_clock_time_millis_training
464037.63461112976
wall_clock_time_millis_training
461299.5936870575
wall_clock_time_millis_training
456373.74329566956
wall_clock_time_millis_training
466938.9500617981
wall_clock_time_millis_training
463662.478685379
wall_clock_time_millis_training
467964.8916721344
wall_clock_time_millis_training
465003.2789707184
wall_clock_time_millis_training
458345.52001953125
wall_clock_time_millis_training
463118.63923072815
wall_clock_time_millis_training
460377.9890537262
usercpu_time_millis_testing
521.0375980004756
usercpu_time_millis_testing
512.9195109993816
usercpu_time_millis_testing
567.2704779999549
usercpu_time_millis_testing
526.6759079995609
usercpu_time_millis_testing
522.9794289998608
usercpu_time_millis_testing
520.3933249995316
usercpu_time_millis_testing
537.6317370000834
usercpu_time_millis_testing
509.48071200036793
usercpu_time_millis_testing
513.1768120008928
usercpu_time_millis_testing
523.1628929996077
usercpu_time_millis
464164.9917570012
usercpu_time_millis
461509.0748019993
usercpu_time_millis
456667.2306290002
usercpu_time_millis
467000.82793499954
usercpu_time_millis
463896.32750799955
usercpu_time_millis
468068.9380189997
usercpu_time_millis
465247.4015460002
usercpu_time_millis
458583.8070720001
usercpu_time_millis
463371.0118889994
usercpu_time_millis
460634.9416640005
wall_clock_time_millis_testing
521.3308334350586
wall_clock_time_millis_testing
513.1261348724365
wall_clock_time_millis_testing
567.7666664123535
wall_clock_time_millis_testing
526.9627571105957
wall_clock_time_millis_testing
523.1964588165283
wall_clock_time_millis_testing
520.4787254333496
wall_clock_time_millis_testing
538.1665229797363
wall_clock_time_millis_testing
509.62162017822266
wall_clock_time_millis_testing
513.4966373443604
wall_clock_time_millis_testing
523.3280658721924
wall_clock_time_millis
464558.9654445648
wall_clock_time_millis
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wall_clock_time_millis
456941.5099620819
wall_clock_time_millis
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wall_clock_time_millis
464185.67514419556
wall_clock_time_millis
468485.37039756775
wall_clock_time_millis
465541.4454936981
wall_clock_time_millis
458855.1416397095
wall_clock_time_millis
463632.1358680725
wall_clock_time_millis
460901.3171195984
predictive_accuracy
0.8663254861821904
predictive_accuracy
0.8663254861821904
predictive_accuracy
0.8638411138411138
predictive_accuracy
0.8585176085176085
predictive_accuracy
0.8636363636363636
predictive_accuracy
0.8628173628173628
predictive_accuracy
0.8591318591318591
predictive_accuracy
0.8648648648648649
predictive_accuracy
0.8708026208026208
predictive_accuracy
0.8658886158886159