Hierarchy of Groups Evaluation Using Different F-Score Variants

• Published in: Intelligent Information and Database Systems Vol. 9621; pp. 654 - 664
• Main Authors: Spytkowski, Michał, Olech, Łukasz P., Kwaśnicka, Halina
• Format: Book Chapter
• Language: English
• Published: Germany Springer Berlin / Heidelberg 2016; Springer Berlin Heidelberg
• Series: Lecture Notes in Computer Science
• Subjects: Artificial intelligence; Clustering quality measures; F-score; Hierarchies of clusters

The paper presents a cursory examination of clustering, focusing on a rarely explored field of hierarchy of clusters. Based on this, a short discussion of clustering quality measures is presented and the F-score measure is examined more deeply. As there are no attempts to assess the quality for hier...