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
17407
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
17408
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
17408
handle_unknown
"ignore"
17408
n_values
null
17408
sparse
true
17408
bootstrap
false
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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
0.32405539446276466
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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
1
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min_samples_split
6
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min_weight_fraction_leaf
0.0
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n_estimators
500
17692
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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438497.78163999994
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446718.466441
usercpu_time_millis_training
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usercpu_time_millis_training
441728.77184699994
usercpu_time_millis_training
439566.25593900005
usercpu_time_millis_training
439723.42005599965
usercpu_time_millis_training
439300.71000399993
usercpu_time_millis_training
443479.3443430003
usercpu_time_millis_training
443858.3104459999
usercpu_time_millis_training
435900.8685240001
wall_clock_time_millis_training
438748.91996383667
wall_clock_time_millis_training
447094.5734977722
wall_clock_time_millis_training
440766.5548324585
wall_clock_time_millis_training
441971.40550613403
wall_clock_time_millis_training
439801.02801322937
wall_clock_time_millis_training
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wall_clock_time_millis_training
439542.5531864166
wall_clock_time_millis_training
443833.54115486145
wall_clock_time_millis_training
444123.0754852295
wall_clock_time_millis_training
436137.2871398926
usercpu_time_millis_testing
659.940698000014
usercpu_time_millis_testing
681.7986830000109
usercpu_time_millis_testing
717.8257909999957
usercpu_time_millis_testing
687.5421560000632
usercpu_time_millis_testing
669.9116029999459
usercpu_time_millis_testing
706.6364869997415
usercpu_time_millis_testing
1020.6930439999269
usercpu_time_millis_testing
692.6356220001253
usercpu_time_millis_testing
678.2461769998918
usercpu_time_millis_testing
681.815679000465
usercpu_time_millis
439157.72233799996
usercpu_time_millis
447400.265124
usercpu_time_millis
441156.754542
usercpu_time_millis
442416.314003
usercpu_time_millis
440236.167542
usercpu_time_millis
440430.0565429994
usercpu_time_millis
440321.40304799983
usercpu_time_millis
444171.9799650005
usercpu_time_millis
444536.5566229998
usercpu_time_millis
436582.68420300056
wall_clock_time_millis_testing
660.1214408874512
wall_clock_time_millis_testing
683.9089393615723
wall_clock_time_millis_testing
718.2772159576416
wall_clock_time_millis_testing
687.8166198730469
wall_clock_time_millis_testing
670.0294017791748
wall_clock_time_millis_testing
706.8357467651367
wall_clock_time_millis_testing
1021.7142105102539
wall_clock_time_millis_testing
693.0949687957764
wall_clock_time_millis_testing
678.5571575164795
wall_clock_time_millis_testing
681.9021701812744
wall_clock_time_millis
439409.0414047241
wall_clock_time_millis
447778.4824371338
wall_clock_time_millis
441484.83204841614
wall_clock_time_millis
442659.2221260071
wall_clock_time_millis
440471.05741500854
wall_clock_time_millis
440761.51609420776
wall_clock_time_millis
440564.2673969269
wall_clock_time_millis
444526.6361236572
wall_clock_time_millis
444801.632642746
wall_clock_time_millis
436819.18931007385
predictive_accuracy
0.8581371545547595
predictive_accuracy
0.8534288638689866
predictive_accuracy
0.8533988533988534
predictive_accuracy
0.8490990990990991
predictive_accuracy
0.855036855036855
predictive_accuracy
0.8581081081081081
predictive_accuracy
0.8484848484848485
predictive_accuracy
0.8562653562653563
predictive_accuracy
0.8579033579033579
predictive_accuracy
0.8542178542178542