A method for selecting neighborhoods of training points for local learning

摘要

A method selects a subset of training points near a query point from a set of training points. The subset of training points near the query point is determined from a the set of training points such that a cumulative similarity is maximized, wherein the cumulative similarity measures a similarity of the query point to each point in the subset and a similarity of points in the subset to each other.