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A data preprocessing pipeline to improve the precision and accuracy of a relational database management system’s classification algorithms

IP.com Disclosure Number: IPCOM000211370D
Publication Date: 2011-Sep-29

Publishing Venue

The IP.com Prior Art Database

Abstract

Disclosed is a data preprocessing pipeline, applied to a relational database management system, which consists of a specific method of discretization of continuous numeric data followed by a specific feature selection method. The method reduces the feature vector to the right dimension with the most representative features.