Performance measurement framework for hierarchical text classification

• Main Authors: LIM, Ee Peng, SUN, Aixin, NG, Wee-Keong
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2003
• Subjects: Databases and Information Systems; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/166; https://ink.library.smu.edu.sg/context/sis_research/article/1165/viewcontent/92168ec09813f72699295ba60cbf9299b637.pdf
• Institution: Singapore Management University

Hierarchical text classification or simply hierarchical classification refers to assigning a document to one or more suitable categories from a hierarchical category space. In our literature survey, we have found that the existing hierarchical classification experiments used a variety of measures to...