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Definition of "decision boundary" |
a boundary in feature space which separates regions with different interpretations or classes, e.g., the boundary separating two adjacent regions characterizing the handwritten characters ‘E’ and ‘F’. In practice, the regions associated with neighboring classes overlap; consequently most decision boundaries lead to some erroneous classifications, so an error criterion is used to select the “best” boundary. |
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