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Glossary of Artificial Intelligence (AI), Machine Learning (ML), and Big Data Terms

Decision Boundary

In machine learning, the algorithmic line that differentiates data into different logical sections. Decision boundaries are used for classification, with data being defined in different categories depending on which side of a line the data is placed. Decision boundaries can be simple in the case of simple machine learning approaches or complicated in the case of neural networks and more sophisticated approaches.

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