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
"mean"
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
0.005325250163173832
9667
loss
"deviance"
9667
max_depth
1
9667
max_features
0.48246911827918704
9667
max_leaf_nodes
null
9667
min_impurity_decrease
0.37677013782960733
9667
min_impurity_split
null
9667
min_samples_leaf
9
9667
min_samples_split
18
9667
min_weight_fraction_leaf
0.2274631072116134
9667
n_estimators
1503
9667
n_iter_no_change
1414
9667
presort
"auto"
9667
random_state
51686
9667
subsample
0.8630036185911418
9667
tol
8.708804263157734e-05
9667
validation_fraction
0.040611972396889295
9667
verbose
0
9667
warm_start
false
9667
openml-python
Sklearn_0.20.3.
usercpu_time_millis_training
4151589.406075
usercpu_time_millis_training
4124241.271224999
usercpu_time_millis_training
3995814.223147001
usercpu_time_millis_training
3878979.62579
usercpu_time_millis_training
3833360.0856350022
usercpu_time_millis_training
3817321.7723439992
usercpu_time_millis_training
3698706.349267999
usercpu_time_millis_training
3696623.368531
usercpu_time_millis_training
3688826.3574859956
usercpu_time_millis_training
3686967.4207349964
usercpu_time_millis_testing
72.34906400026375
usercpu_time_millis_testing
77.2034010005882
usercpu_time_millis_testing
70.83149699974456
usercpu_time_millis_testing
72.65515199833317
usercpu_time_millis_testing
72.66764699670603
usercpu_time_millis_testing
72.39364500128431
usercpu_time_millis_testing
76.62782599800266
usercpu_time_millis_testing
68.20283099659719
usercpu_time_millis_testing
72.81711000541691
usercpu_time_millis_testing
74.7315129992785
usercpu_time_millis
4151661.7551390002
usercpu_time_millis
4124318.4746259996
usercpu_time_millis
3995885.0546440007
usercpu_time_millis
3879052.280941998
usercpu_time_millis
3833432.753281999
usercpu_time_millis
3817394.1659890004
usercpu_time_millis
3698782.9770939974
usercpu_time_millis
3696691.5713619962
usercpu_time_millis
3688899.174596001
usercpu_time_millis
3687042.1522479956
predictive_accuracy
0.00625
predictive_accuracy
0.00625
predictive_accuracy
0.00625
predictive_accuracy
0.00625
predictive_accuracy
0.00625
predictive_accuracy
0.00625
predictive_accuracy
0.00625
predictive_accuracy
0.00625
predictive_accuracy
0.00625
predictive_accuracy
0.00625