### decision boundary

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The separator between classes learned by a model in a binary class or multi-class classification problems. For example, in the following image representing a binary classification problem, the decision boundary is the frontier between the orange class and the blue class:

![A graphic representation of a decision boundary](https://i.imgur.com/5eAOvQt.png)

A well-defined boundary between one class and another.