8446
1159
sklearn.pipeline.Pipeline(Imputer=sklearn.preprocessing.imputation.Imputer,OneHotEncoder=sklearn.preprocessing.data.OneHotEncoder,Classifier=sklearn.ensemble.forest.RandomForestClassifier)
sklearn.pipeline.Pipeline
16
openml==0.7.0,sklearn==0.19.1
Automatically created scikit-learn flow.
2018-04-27T10:27:45
English
sklearn==0.19.1
numpy>=1.6.1
scipy>=0.9
memory
null
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "Imputer", "step_name": "Imputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "OneHotEncoder", "step_name": "OneHotEncoder"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "Classifier", "step_name": "Classifier"}}]
Classifier
8423
5580
sklearn.ensemble.forest.RandomForestClassifier
sklearn.ensemble.forest.RandomForestClassifier
35
openml==0.7.0,sklearn==0.19.1
Automatically created scikit-learn flow.
2018-04-24T22:45:01
English
sklearn==0.19.1
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
0.0
min_impurity_split
null
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
null
verbose
0
warm_start
false
openml-python
python
scikit-learn
sklearn
sklearn_0.19.1
Imputer
8425
2
sklearn.preprocessing.imputation.Imputer
sklearn.preprocessing.imputation.Imputer
20
openml==0.7.0,sklearn==0.19.1
Automatically created scikit-learn flow.
2018-04-25T13:52:03
English
sklearn==0.19.1
numpy>=1.6.1
scipy>=0.9
axis
0
copy
true
missing_values
"NaN"
strategy
"mean"
verbose
0
openml-python
python
scikit-learn
sklearn
sklearn_0.19.1
OneHotEncoder
8447
1159
sklearn.preprocessing.data.OneHotEncoder
sklearn.preprocessing.data.OneHotEncoder
21
openml==0.7.0,sklearn==0.19.1
Automatically created scikit-learn flow.
2018-04-27T10:27:45
English
sklearn==0.19.1
numpy>=1.6.1
scipy>=0.9
categorical_features
"all"
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
handle_unknown
"ignore"
n_values
"auto"
sparse
false
openml-python
python
scikit-learn
sklearn
sklearn_0.19.1
openml-python
python
scikit-learn
sklearn
sklearn_0.19.1