https://kskbhat.r-universe.devRecent package updates in kskbhatR-universehttps://github.com/kskbhat.pnghttps://kskbhat.r-universe.devWed, 22 Oct 2025 07:11:32 GMTskbhat.in@gmail.com (Shrikrishna Bhat K)Quantifies clustering quality by measuring both cohesion within clusters and separation between clusters. Implements advanced silhouette width computations for diverse clustering structures, including: simplified silhouette (Van der Laan et al., 2003) <doi:10.1080/0094965031000136012>, Probability of Alternative Cluster normalization methods (Raymaekers & Rousseeuw, 2022) <doi:10.1080/10618600.2022.2050249>, fuzzy clustering and silhouette diagnostics using membership probabilities (Campello & Hruschka, 2006; Menardi, 2011; Bhat & Kiruthika, 2024) <doi:10.1016/j.fss.2006.07.006>, <doi:10.1007/s11222-010-9169-0>, <doi:10.1080/23737484.2024.2408534>, and multi-way clustering extensions such as block and tensor clustering (Schepers et al., 2008; Bhat & Kiruthika, 2025) <doi:10.1007/s00357-008-9005-9>, <doi:10.21203/rs.3.rs-6973596/v1>. Provides tools for computation and visualization (Rousseeuw, 1987) <doi:10.1016/0377-0427(87)90125-7> to support robust and reproducible cluster diagnostics across standard, soft, and multi-way clustering settings.https://github.com/r-universe/kskbhat/actions/runs/27863748768Wed, 22 Oct 2025 07:11:32 GMTSilhouette0.9.6successhttps://kskbhat.r-universe.devhttps://github.com/kskbhat/silhouetteSilhouette.RmdSilhouette.htmlSilhouette Package2025-07-14 10:33:492025-10-22 07:11:32