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Can linear regression be used for classification?
I have noticed that the operator linear regression is indicated as applicable for both regression (estimation) and classification. Is that correct? Is there any extension to it that enables it to be used for classification?
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Lindon Ventures
Data Science Consulting from Certified RapidMiner Experts
To add up to previous answers: I would say, it's possible to some extent, but these two algorithms are not designed to be totally interchangeable for all use cases. A link from @Telcontar120 explains that concept pretty clearly.
In the scope of some credit scoring modelling projects, we've been comparing linear and logistic regression results, and somehow it highly depends on certain data which one performs better, however in general performance is quite comparable.
Vladimir
http://whatthefraud.wtf