Regression Methods

List of Regression Methods

This post walk you through machine learning family, list of regression methods with their references. It covers almost all methods so it can be more useful for those who are interested in knowing names of ML or statistical regression techniques with family.

Thank you!
For more details please refer below research paper.

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Reference:

An extensive experimental survey of regression methods. Neural Networks. For download click here.

Regression Techniques

 

Regression Techniques By Their Machine Learning Families

 

Several Machine Learning (ML) algorithms and families are out there and it's really interesting to know which are the algorithms come under each ML family. Having a knowledge of various techniques can also speed up your modelling process.  

In this post, I tried to classify all possible regression techniques according to their ML families. Following chart contains name of the regression technique with it's R package and reference. 

Kindly follow my blog and stay tuned for more advanced post on machine learning modelling.

Thank you!

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Reference

An extensive experimental survey of regression methods. Neural Networks.