METHODS AND APPARATUSES FOR CLASSIFYING DATA POINT USING CLUSTERING BASED CONVEX HULL

摘要

The present invention relates to a data point classification method and apparatus using a clustering-based convex hull, and the data point classification method using a clustering-based convex hull according to an embodiment of the present invention includes: clustering data points into a plurality of clusters, Generating a convex hull for a single cluster having a single class label among the plurality of clustered clusters, a vertex of the generated convex hull among data points of the single cluster And removing the internal data points except for, and classifying the remaining data point sets excluding the removed internal data points from among the plurality of clustered clusters.