Question

What are the disadvantage of linear regression models

Answer 1

Answer:

A clear disadvantage is that Linear Regression over simplifies many real world problems. More often than not, covariates and response variables don't exhibit a linear relationship. Hence fitting a regression line using OLS will give us a line with a high train RSS.

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