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Supervised ML Algorithms - Regression

Random Forest/ Regression Forest

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Random Forest for regression - Regression Forest

Random forest builds multiple decision trees and merges them together to get a more accurate and stable prediction.

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Regression Forests (or Random forest Regressors) are an ensemble (combination) of different regression trees (decision trees for regression). Each leaf contains a distribution for the continuous output variable/s.

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Random Forest for regression - Regression Forest

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Regression Forest - Implementation

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Slide Download Link

You can download these slides from the below link:

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https://docs.google.com/presentation/d/1zW4IU6j5XJC0QGDdFxWpvZMgra60ftpnCfZAFZpInTQ/edit?usp=sharing

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That’s it for this unit. Thank you!

Feel free to post any queries on Discuss.