14967
9666
memory
null
9666
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "columntransformer", "step_name": "columntransformer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "variancethreshold", "step_name": "variancethreshold"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "gradientboostingclassifier", "step_name": "gradientboostingclassifier"}}]
9666
n_jobs
null
9606
remainder
"passthrough"
9606
sparse_threshold
0.3
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transformer_weights
null
9606
transformers
[{"oml-python:serialized_object": "component_reference", "value": {"key": "numeric", "step_name": "numeric", "argument_1": [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32]}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "nominal", "step_name": "nominal", "argument_1": [0, 1]}}]
9606
memory
null
9607
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "imputer", "step_name": "imputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "standardscaler", "step_name": "standardscaler"}}]
9607
axis
0
9608
copy
true
9608
missing_values
"NaN"
9608
strategy
"median"
9608
verbose
0
9608
copy
true
9609
with_mean
true
9609
with_std
true
9609
memory
null
9610
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "onehotencoder", "step_name": "onehotencoder"}}]
9610
copy
true
9559
fill_value
-1
9559
missing_values
NaN
9559
strategy
"constant"
9559
verbose
0
9559
categorical_features
null
9611
categories
null
9611
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
9611
handle_unknown
"ignore"
9611
n_values
null
9611
sparse
true
9611
threshold
0.0
9612
criterion
"mae"
9667
init
null
9667
learning_rate
0.0020518411177504556
9667
loss
"deviance"
9667
max_depth
20
9667
max_features
0.43987435414136444
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max_leaf_nodes
null
9667
min_impurity_decrease
0.7607516048064104
9667
min_impurity_split
null
9667
min_samples_leaf
4
9667
min_samples_split
17
9667
min_weight_fraction_leaf
0.1407065701945257
9667
n_estimators
670
9667
n_iter_no_change
888
9667
presort
"auto"
9667
random_state
16430
9667
subsample
0.47080884135207324
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tol
0.01126673808782914
9667
validation_fraction
0.9425943327671008
9667
verbose
0
9667
warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
3443.313212999783
usercpu_time_millis_training
3376.7630069996812
usercpu_time_millis_training
3369.548773000133
usercpu_time_millis_training
3394.9074410047615
usercpu_time_millis_training
3356.483051000396
usercpu_time_millis_training
3366.895013998146
usercpu_time_millis_training
3265.2173949973076
usercpu_time_millis_training
3302.376052000909
usercpu_time_millis_training
3266.827887004183
usercpu_time_millis_training
3262.6647199940635
usercpu_time_millis_testing
5.8134889986831695
usercpu_time_millis_testing
5.569822002144065
usercpu_time_millis_testing
7.728047996351961
usercpu_time_millis_testing
5.587987994658761
usercpu_time_millis_testing
5.781478997960221
usercpu_time_millis_testing
5.543769002542831
usercpu_time_millis_testing
5.793880998680834
usercpu_time_millis_testing
5.637604001094587
usercpu_time_millis_testing
5.862398997123819
usercpu_time_millis_testing
5.611954999039881
usercpu_time_millis
3449.126701998466
usercpu_time_millis
3382.3328290018253
usercpu_time_millis
3377.276820996485
usercpu_time_millis
3400.4954289994203
usercpu_time_millis
3362.264529998356
usercpu_time_millis
3372.438783000689
usercpu_time_millis
3271.0112759959884
usercpu_time_millis
3308.0136560020037
usercpu_time_millis
3272.690286001307
usercpu_time_millis
3268.2766749931034
predictive_accuracy
0.24285714285714285
predictive_accuracy
0.24285714285714285
predictive_accuracy
0.24285714285714285
predictive_accuracy
0.24285714285714285
predictive_accuracy
0.24285714285714285
predictive_accuracy
0.24285714285714285
predictive_accuracy
0.24372759856630824
predictive_accuracy
0.24372759856630824
predictive_accuracy
0.24372759856630824
predictive_accuracy
0.24372759856630824