How to Handle Imbalanced Classes in Machine Learning

Imbalanced classes put “accuracy” out of business. This is a surprisingly common problem in machine learning, and this guide shows you how to handle it. Read more

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Machine Learning and the Physical Sciences

Machine learning encompasses a broad range of algorithms and modeling tools used for a vast array of data processing tasks, which has entered most scientific disciplines in recent years. We review in a selective way the recent research on the interface be... (more…)

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