11
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": [0, 1, 2, 3]}}, {"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
1.3095204103615476e-05
9667
loss
"deviance"
9667
max_depth
21
9667
max_features
0.6423247217231377
9667
max_leaf_nodes
null
9667
min_impurity_decrease
0.13165742635090816
9667
min_impurity_split
null
9667
min_samples_leaf
17
9667
min_samples_split
15
9667
min_weight_fraction_leaf
0.3041803311643529
9667
n_estimators
1275
9667
n_iter_no_change
749
9667
presort
"auto"
9667
random_state
29470
9667
subsample
0.5058814748516671
9667
tol
1.58174978322966e-05
9667
validation_fraction
0.4649650923290396
9667
verbose
0
9667
warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
3212.228103002417
usercpu_time_millis_training
3061.696363001829
usercpu_time_millis_training
3057.035382997128
usercpu_time_millis_training
3058.929509999871
usercpu_time_millis_training
3050.9326200044597
usercpu_time_millis_training
3041.6456189996097
usercpu_time_millis_training
3087.723846998415
usercpu_time_millis_training
3064.984192002157
usercpu_time_millis_training
3062.468641997839
usercpu_time_millis_training
3041.603436002333
usercpu_time_millis_testing
2.3340759944403544
usercpu_time_millis_testing
2.1033499942859635
usercpu_time_millis_testing
2.6174820013693534
usercpu_time_millis_testing
2.0504909989540465
usercpu_time_millis_testing
2.1860499982722104
usercpu_time_millis_testing
1.9595400008256547
usercpu_time_millis_testing
2.2790029979660176
usercpu_time_millis_testing
1.8913210005848669
usercpu_time_millis_testing
2.2298109979601577
usercpu_time_millis_testing
2.083952997054439
usercpu_time_millis
3214.5621789968573
usercpu_time_millis
3063.799712996115
usercpu_time_millis
3059.6528649984975
usercpu_time_millis
3060.980000998825
usercpu_time_millis
3053.118670002732
usercpu_time_millis
3043.6051590004354
usercpu_time_millis
3090.002849996381
usercpu_time_millis
3066.875513002742
usercpu_time_millis
3064.698452995799
usercpu_time_millis
3043.6873889993876
predictive_accuracy
0.4603174603174603
predictive_accuracy
0.4603174603174603
predictive_accuracy
0.4603174603174603
predictive_accuracy
0.4603174603174603
predictive_accuracy
0.4603174603174603
predictive_accuracy
0.46774193548387094
predictive_accuracy
0.45161290322580644
predictive_accuracy
0.45161290322580644
predictive_accuracy
0.46774193548387094
predictive_accuracy
0.46774193548387094