LSP Method

LSP (Locality-Sensitive Projection) Method is a data analysis technique used to identify patterns or similarities between items by reducing complex data into simpler, more manageable forms. It works by projecting high-dimensional information into lower dimensions while preserving the relative distances between data points. This allows us to efficiently compare items, find clusters, or classify data without losing the essential relationships. Think of it like transforming a detailed map into a simplified version that still shows the main routes and neighborhoods, making it easier to analyze and interpret the overall structure.