Curse of Dimensionality

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A phenomenon that occurs when analyzing and organizing data in high-dimensional spaces, where the increase in dimensions leads to the data becoming increasingly sparse. As the number of dimensions grows, the available data becomes less dense, making it more difficult to identify patterns and relationships.