Classification Models vs. Regression Models

A simple example – say you have Gender (M,F) and Height and Weight data for a group of individuals.

classification vs regression
classification vs regression

Say you want to predict the ‘Gender’ of the next individual. This would be a classification model problem (aka Logistic Regression).

Say you want to predict the height of the next individual. This would be a Linear Regression  (as opposed to Logistic Regression) Model problem.


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