31
17651
memory
null
17651
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"}}]
17651
verbose
false
17651
add_indicator
false
12737
copy
true
12737
fill_value
null
12737
missing_values
NaN
12737
strategy
"most_frequent"
12737
verbose
0
12737
n_jobs
null
16375
remainder
"drop"
16375
sparse_threshold
0.3
16375
transformer_weights
null
16375
transformers
[{"oml-python:serialized_object": "component_reference", "value": {"key": "num", "step_name": "num", "argument_1": [false, true, false, false, true, false, false, true, false, false, true, false, true, false, false, true, false, true, false, false]}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "cat", "step_name": "cat", "argument_1": [true, false, true, true, false, true, true, false, true, true, false, true, false, true, true, false, true, false, true, true]}}]
16375
verbose
false
16375
memory
null
16376
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "standardscaler", "step_name": "standardscaler"}}]
16376
verbose
false
16376
copy
true
13294
with_mean
true
13294
with_std
true
13294
memory
null
16377
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "onehotencoder", "step_name": "onehotencoder"}}]
16377
verbose
false
16377
categorical_features
null
16348
categories
null
16348
drop
null
16348
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
16348
handle_unknown
"ignore"
16348
n_values
null
16348
sparse
true
16348
bootstrap
false
17650
class_weight
null
17650
criterion
"entropy"
17650
max_depth
null
17650
max_features
0.23685570439445813
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max_leaf_nodes
null
17650
min_impurity_decrease
0
17650
min_impurity_split
null
17650
min_samples_leaf
2
17650
min_samples_split
4
17650
min_weight_fraction_leaf
0.0
17650
n_estimators
300
17650
n_jobs
1
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oob_score
false
17650
random_state
1
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verbose
0
17650
warm_start
false
17650
openml-python
Sklearn_0.21.2.
usercpu_time_millis_training
937.6687379999566
usercpu_time_millis_training
1101.8621759999405
usercpu_time_millis_training
907.0963879998999
usercpu_time_millis_training
1062.6602259999345
usercpu_time_millis_training
976.2053419999575
usercpu_time_millis_training
1099.5747639999536
usercpu_time_millis_training
1417.6881650000723
usercpu_time_millis_training
932.5713640000686
usercpu_time_millis_training
1126.9035509999412
usercpu_time_millis_training
917.5612890001048
wall_clock_time_millis_training
937.6752376556396
wall_clock_time_millis_training
1101.9909381866455
wall_clock_time_millis_training
907.0959091186523
wall_clock_time_millis_training
1064.377784729004
wall_clock_time_millis_training
976.2823581695557
wall_clock_time_millis_training
1099.6503829956055
wall_clock_time_millis_training
1417.754888534546
wall_clock_time_millis_training
932.6024055480957
wall_clock_time_millis_training
1126.9276142120361
wall_clock_time_millis_training
917.5710678100586
usercpu_time_millis_testing
35.28697199999442
usercpu_time_millis_testing
31.766453000045658
usercpu_time_millis_testing
33.36172900003476
usercpu_time_millis_testing
31.908037999983208
usercpu_time_millis_testing
58.71742199997243
usercpu_time_millis_testing
52.64414300017961
usercpu_time_millis_testing
35.81820699992022
usercpu_time_millis_testing
32.01813300006506
usercpu_time_millis_testing
32.24281300003895
usercpu_time_millis_testing
33.118068000021594
usercpu_time_millis
972.9557099999511
usercpu_time_millis
1133.6286289999862
usercpu_time_millis
940.4581169999346
usercpu_time_millis
1094.5682639999177
usercpu_time_millis
1034.9227639999299
usercpu_time_millis
1152.2189070001332
usercpu_time_millis
1453.5063719999926
usercpu_time_millis
964.5894970001336
usercpu_time_millis
1159.1463639999802
usercpu_time_millis
950.6793570001264
wall_clock_time_millis_testing
35.291433334350586
wall_clock_time_millis_testing
31.77022933959961
wall_clock_time_millis_testing
33.36501121520996
wall_clock_time_millis_testing
31.911373138427734
wall_clock_time_millis_testing
58.72201919555664
wall_clock_time_millis_testing
52.648067474365234
wall_clock_time_millis_testing
35.82143783569336
wall_clock_time_millis_testing
32.02199935913086
wall_clock_time_millis_testing
32.245635986328125
wall_clock_time_millis_testing
33.12182426452637
wall_clock_time_millis
972.9666709899902
wall_clock_time_millis
1133.7611675262451
wall_clock_time_millis
940.4609203338623
wall_clock_time_millis
1096.2891578674316
wall_clock_time_millis
1035.0043773651123
wall_clock_time_millis
1152.2984504699707
wall_clock_time_millis
1453.5763263702393
wall_clock_time_millis
964.6244049072266
wall_clock_time_millis
1159.1732501983643
wall_clock_time_millis
950.692892074585
predictive_accuracy
0.76
predictive_accuracy
0.75
predictive_accuracy
0.73
predictive_accuracy
0.76
predictive_accuracy
0.74
predictive_accuracy
0.75
predictive_accuracy
0.79
predictive_accuracy
0.78
predictive_accuracy
0.73
predictive_accuracy
0.73