Malvestuto’s version of the normalized mutual information is a well-known information theoretic index for quantifying agreement between two partitions. To further our understanding of what information on agreement between the clusters the index may reflect, we study components of the index that contain information on individual clusters, using mathematical analysis and numerical examples. The indices for individual clusters provide useful information on what is going on with specific clusters.
|Title of host publication||Advanced Studies in Classification and Data Science|
|Editors||Tadashi Imaizumi, Akinori Okada, Sadaaki Miyamoto, Fumitake Sakaori, Yoshiro Yamamoto, Maurizio Vichi|
|Number of pages||11|
|Publication status||Published - 2020|