A split-merge framework for comparing clusterings

• Main Author: Xiang, Qiaoliang
• Other Authors: Tsang Wai-Hung, Ivor
• Format: Theses and Dissertations
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/55194
• Institution: Nanyang Technological University

External clustering evaluation measures are often used to evaluate the performance of different clustering algorithms on a collection of data sets. Traditional normalization property is no longer suitable for this task and a conditional normalization property is proposed based on the fact that one c...