125920
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": [2]}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "nominal", "step_name": "nominal", "argument_1": [0, 1, 3, 4, 5, 6, 7, 8, 9, 10, 11]}}]
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
"mse"
9667
init
null
9667
learning_rate
2.2609234076359122e-05
9667
loss
"deviance"
9667
max_depth
17
9667
max_features
0.9843497349897908
9667
max_leaf_nodes
null
9667
min_impurity_decrease
0.849329857401472
9667
min_impurity_split
null
9667
min_samples_leaf
8
9667
min_samples_split
17
9667
min_weight_fraction_leaf
0.09996254270312926
9667
n_estimators
187
9667
n_iter_no_change
32
9667
presort
"auto"
9667
random_state
37705
9667
subsample
0.6343808189573383
9667
tol
4.055406578901016e-05
9667
validation_fraction
0.07692014556290705
9667
verbose
0
9667
warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
40.74898699764162
usercpu_time_millis_training
39.76315599720692
usercpu_time_millis_training
39.68989099666942
usercpu_time_millis_training
39.82722400542116
usercpu_time_millis_training
39.99244800070301
usercpu_time_millis_training
39.84310099622235
usercpu_time_millis_training
38.9459709986113
usercpu_time_millis_training
36.696684001071844
usercpu_time_millis_training
36.779561000003014
usercpu_time_millis_training
36.86458899755962
usercpu_time_millis_testing
4.38684400432976
usercpu_time_millis_testing
4.524711999692954
usercpu_time_millis_testing
4.254825005773455
usercpu_time_millis_testing
4.5824550034012645
usercpu_time_millis_testing
4.481402000237722
usercpu_time_millis_testing
4.578991000016686
usercpu_time_millis_testing
4.157433999353088
usercpu_time_millis_testing
4.008659001556225
usercpu_time_millis_testing
4.241349000949413
usercpu_time_millis_testing
3.9628939994145185
usercpu_time_millis
45.13583100197138
usercpu_time_millis
44.28786799689988
usercpu_time_millis
43.944716002442874
usercpu_time_millis
44.40967900882242
usercpu_time_millis
44.47385000094073
usercpu_time_millis
44.42209199623903
usercpu_time_millis
43.10340499796439
usercpu_time_millis
40.70534300262807
usercpu_time_millis
41.020910000952426
usercpu_time_millis
40.82748299697414
predictive_accuracy
0.58
predictive_accuracy
0.58
predictive_accuracy
0.58
predictive_accuracy
0.58
predictive_accuracy
0.58
predictive_accuracy
0.58
predictive_accuracy
0.58
predictive_accuracy
0.58
predictive_accuracy
0.58
predictive_accuracy
0.58