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Decision Boundary - What does a decision boundary do?


A decision boundary is a surface or line that divides up data space into distinct areas. It is useful for assigning a new data point to a certain category. To train a classifier to learn and forecast new data, artificial intelligence researchers use decision boundaries to partition training data into classes.