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There are many parameters on which choice of model depends for example if the target variable shows some sort of continuity then it is prefered to choose a regression based model. Similarly if the target variable consists of categorical values , then in that case it would be better not to choose regression. There are different classification algorithms on which these models are built on. For example logistic regression algorithm represents a Machine Learning Technique used for classifying a set of data into its given target values . Logistic regression could also be used for regression problems but is widely used for classification problems.
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