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An Algorithm Of Analysis Tools On Points Distribution In High Dimension Space: The Distance Of A Point And An Infinite Sub-space

This paper discusses the algorithm on the distance from a point and an infinite sub-space in high dimensional space. With the development of information geometry, the analysis tools of points distribution in high dimension space, as a measure of calculability, draw more attention of experts of pattern recognition. By the assistance of these tools. Geometrical properties of sets of samples in high-dimensional structures are studied, under guidance of the established properties and theorems in high-dimensional geometry