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This would be a weird mathematics indeed (there are algebras in which this happens for some nonunit elements, but the real numbers is not one of them). So how do linear functions behave?
Learn what is Linear Regression Cost Function in Machine Learning and how it is used. Linear Regression Cost function in Machine Learning is "error" representation between actual value and model ...