DOC Added base_estimator attribute documentation to RandomForest*
@@ -915,6 +915,10 @@ class RandomForestClassifier(ForestClassifier):
Attributes
----------
+ base_estimator_ : DecisionTreeClassifier
+ The child estimator template used to create the collection of fitted
+ sub-estimators.
+
estimators_ : list of DecisionTreeClassifier
The collection of fitted sub-estimators.
@@ -1174,6 +1178,10 @@ class RandomForestRegressor(ForestRegressor):
Attributes
----------
+ base_estimator_ : DecisionTreeRegressor
+ The child estimator template used to create the collection of fitted
+ sub-estimators.
+
estimators_ : list of DecisionTreeRegressor
The collection of fitted sub-estimators.
@@ -1444,6 +1452,10 @@ class ExtraTreesClassifier(ForestClassifier):
Attributes
----------
+ base_estimator_ : ExtraTreeClassifier
+ The child estimator template used to create the collection of fitted
+ sub-estimators.
+
estimators_ : list of DecisionTreeClassifier
The collection of fitted sub-estimators.
@@ -1680,6 +1692,10 @@ class ExtraTreesRegressor(ForestRegressor):
Attributes
----------
+ base_estimator_ : ExtraTreeRegressor
+ The child estimator template used to create the collection of fitted
+ sub-estimators.
+
estimators_ : list of DecisionTreeRegressor
The collection of fitted sub-estimators.
