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Statistical Hypothesis Testing versus Machine Learning Binary Classification: Distinctions and Guidelines

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Making binary decisions is a common data analytical task in scientific research and industrial applications. In data sciences, there are two related but distinct strategies: hypothesis testing and binary classification. In practice, how to choose between these... ...