Regression, both as a statistical tool and an algorithm for machine learning is widely used. It could be described as a parametric procedure that permits us to produce results based on data by studying the association between input and output variables. The output variables here are generally continuous-valued real numbers. Regression is often used for prediction of values or patterns.
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