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Home Data Science

Difference Between Classification and Regression in One Picture

May 18, 2020
in Data Science
Difference Between Classification and Regression in One Picture
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Regression and classification are both supervised machine learning techniques that use known data to make predictions. Where they differ is in what type of question you want answer, and how your output data is structured.  For example, do you want discrete, categorical answer choices, like yes/no, or a range of possible values from 0 to 100? This one picture shows the basic differences between the two methods.

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Credit: Data Science Central By: Stephanie Glen

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