7682
4404
sklearn.pipeline.Pipeline(Imputer=sklearn.preprocessing.imputation.Imputer,OneHotEncoder=sklearn.preprocessing.data.OneHotEncoder,Classifier=sklearn.ensemble.forest.RandomForestClassifier)
sklearn.pipeline.Pipeline
12
openml==0.6.0,sklearn==0.19.1
Automatically created scikit-learn flow.
2017-12-12T01:04:32
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"}}]
OneHotEncoder
7644
3886
sklearn.preprocessing.data.OneHotEncoder
sklearn.preprocessing.data.OneHotEncoder
17
openml==0.6.0,sklearn==0.19.1
Automatically created scikit-learn flow.
2017-11-14T19:26:22
English
sklearn==0.19.1
numpy>=1.6.1
scipy>=0.9
categorical_features
[0, 1, 2, 3, 4, 5, 6, 7, 8]
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
handle_unknown
"ignore"
n_values
"auto"
sparse
true
openml-python
python
scikit-learn
sklearn
sklearn_0.19.1
Imputer
7683
4404
sklearn.preprocessing.imputation.Imputer
sklearn.preprocessing.imputation.Imputer
15
openml==0.6.0,sklearn==0.19.1
Automatically created scikit-learn flow.
2017-12-12T01:04:32
English
sklearn==0.19.1
numpy>=1.6.1
scipy>=0.9
axis
0
copy
true
missing_values
"NaN"
strategy
"median"
verbose
0
openml-python
python
scikit-learn
sklearn
sklearn_0.19.1
Classifier
7684
4404
sklearn.ensemble.forest.RandomForestClassifier
sklearn.ensemble.forest.RandomForestClassifier
32
openml==0.6.0,sklearn==0.19.1
Automatically created scikit-learn flow.
2017-12-12T01:04:32
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
Verified_Supervised_Classification
openml-python
python
scikit-learn
sklearn
sklearn_0.19.1
Verified_Supervised_Classification