17652
8323
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,randomforestclassifier=sklearn.ensemble.forest.RandomForestClassifier)
sklearn.pipeline.Pipeline
2
openml==0.9.0,sklearn==0.21.2
Automatically created scikit-learn flow.
2020-04-05T21:39:13
English
sklearn==0.21.2
numpy>=1.6.1
scipy>=0.9
memory
null
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "standardscaler", "step_name": "standardscaler"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "randomforestclassifier", "step_name": "randomforestclassifier"}}]
verbose
false
simpleimputer
12737
8323
sklearn.impute._base.SimpleImputer
sklearn.impute._base.SimpleImputer
1
openml==0.9.0,sklearn==0.21.2
Automatically created scikit-learn flow.
2019-06-16T02:10:20
English
sklearn==0.21.2
numpy>=1.6.1
scipy>=0.9
add_indicator
false
copy
true
fill_value
null
missing_values
NaN
strategy
"most_frequent"
verbose
0
openml-python
python
scikit-learn
sklearn
sklearn_0.21.2
standardscaler
13294
8323
sklearn.preprocessing.data.StandardScaler
sklearn.preprocessing.data.StandardScaler
29
openml==0.9.0,sklearn==0.21.2
Automatically created scikit-learn flow.
2019-07-05T18:47:45
English
sklearn==0.21.2
numpy>=1.6.1
scipy>=0.9
copy
true
with_mean
true
with_std
true
openml-python
python
scikit-learn
sklearn
sklearn_0.21.2
randomforestclassifier
17650
8323
sklearn.ensemble.forest.RandomForestClassifier
sklearn.ensemble.forest.RandomForestClassifier
63
openml==0.9.0,sklearn==0.21.2
Automatically created scikit-learn flow.
2020-04-05T21:37:31
English
sklearn==0.21.2
numpy>=1.6.1
scipy>=0.9
bootstrap
true
class_weight
null
criterion
"gini"
max_depth
null
max_features
"auto"
max_leaf_nodes
null
min_impurity_decrease
1e-07
min_impurity_split
0
min_samples_leaf
1
min_samples_split
2
min_weight_fraction_leaf
0.0
n_estimators
10
n_jobs
1
oob_score
false
random_state
1
verbose
0
warm_start
false
openml-python
python
scikit-learn
sklearn
sklearn_0.21.2
openml-python
python
scikit-learn
sklearn
sklearn_0.21.2