9954
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
9606
transformer_weights
null
9606
transformers
[{"oml-python:serialized_object": "component_reference", "value": {"key": "numeric", "step_name": "numeric", "argument_1": [0, 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, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63]}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "nominal", "step_name": "nominal", "argument_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
0.05521135169352482
9667
loss
"deviance"
9667
max_depth
8
9667
max_features
0.5645817224920576
9667
max_leaf_nodes
null
9667
min_impurity_decrease
0.5057249956164465
9667
min_impurity_split
null
9667
min_samples_leaf
4
9667
min_samples_split
3
9667
min_weight_fraction_leaf
0.38766214422845835
9667
n_estimators
700
9667
n_iter_no_change
364
9667
presort
"auto"
9667
random_state
2351
9667
subsample
0.43898031284185624
9667
tol
0.0020415041533370006
9667
validation_fraction
0.6881661816745275
9667
verbose
0
9667
warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
88459.59768600017
usercpu_time_millis_training
88773.90790900018
usercpu_time_millis_training
88698.67352300002
usercpu_time_millis_training
88838.57094900009
usercpu_time_millis_training
88947.55120900004
usercpu_time_millis_training
88913.77483499992
usercpu_time_millis_training
89356.17243199999
usercpu_time_millis_training
88748.72885700007
usercpu_time_millis_training
88607.34796999986
usercpu_time_millis_training
88603.30262000002
usercpu_time_millis_testing
20.68272200017418
usercpu_time_millis_testing
23.462422000193328
usercpu_time_millis_testing
28.279651000048034
usercpu_time_millis_testing
21.41368999991755
usercpu_time_millis_testing
27.823328999829755
usercpu_time_millis_testing
24.25251499994374
usercpu_time_millis_testing
28.30732400002489
usercpu_time_millis_testing
18.345764999821768
usercpu_time_millis_testing
18.93087899998136
usercpu_time_millis_testing
21.500885000023118
usercpu_time_millis
88480.28040800034
usercpu_time_millis
88797.37033100036
usercpu_time_millis
88726.95317400007
usercpu_time_millis
88859.984639
usercpu_time_millis
88975.37453799987
usercpu_time_millis
88938.02734999986
usercpu_time_millis
89384.47975600002
usercpu_time_millis
88767.07462199988
usercpu_time_millis
88626.27884899983
usercpu_time_millis
88624.80350500005
predictive_accuracy
0.0125
predictive_accuracy
0.0125
predictive_accuracy
0.00625
predictive_accuracy
0.00625
predictive_accuracy
0.00625
predictive_accuracy
0.00625
predictive_accuracy
0.0125
predictive_accuracy
0.0125
predictive_accuracy
0.0125
predictive_accuracy
0.0125