A distance measure, often referred to as a distance metric or dissimilarity measure, is a quantitative way of determining the distance or similarity between two points in a given space. These measures are used in various fields such as mathematics, computer science, statistics, and machine learning. Here are some common distance measures: 1. **Euclidean Distance**: - The straight-line distance between two points in Euclidean space.

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