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Supervised Machine Learning

Published in Data-Driven Modeling & Scientific Computation • May 21, 2026
Authors:
J. Nathan Kutz

Abstract

In this chapter, we instead turn our attention to supervised learning. The data is now provided with labels, which already removes many of the issues associated with data mining. Specifically, we know what the data is. One of the most intriguing uses of supervised learning over the past two decades ...

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