evalml.pipelines.RFRegressionPipeline¶
-
class
evalml.pipelines.
RFRegressionPipeline
(objective, n_estimators, max_depth, impute_strategy, percent_features, number_features, n_jobs=-1, random_state=0)[source]¶ Random Forest Pipeline for regression problems
Methods
Machine learning pipeline made out of transformers and a estimator.
Outputs pipeline details including component parameters
Build a model
Returns component by name
Make predictions using selected features.
Make probability estimates for labels.
Evaluate model performance on current and additional objectives