Python Scikit-Learn for Beginners: Scikit-Learn Specialization for Data Scientist by Publishing AI

Author:Publishing, AI [Publishing, AI]
Language: eng
Format: epub
Publisher: AI Publishing LLC
Published: 2021-05-05T16:00:00+00:00

5.3.2 Random Forest for Multi-output Regression

The following script shows how you can use a Random Forest Regressor for multi-output regression. You can see that the script is no different than the one for single output regression problems.

Script 24:

Output:

Mean Absolute Error: 17.578462377518566

Mean Squared Error: 737.569952450891

Root Mean Squared Error: 27.158239126476722

The following script uses a trained Random Forest Regressor algorithm to make predictions on a single data point.

Script 25:

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