AndreaCappozzo/rupclass: Robust model-based classification based on impartial trimming and constraints

Robust modification to the Model-Based Classification framework, employing impartial trimming and constraints on the ratio between the maximum and the minimum eigenvalue of the group scatter matrices. Both supervised (REDDA) and semisupervised (RUPCLASS) versions are included

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Package details

AuthorAndrea Cappozzo, Francesca Greselin and Thomas Brendan Murphy
MaintainerAndrea Cappozzo <a.cappozzo@campus.unimib.it>
LicenseGPL-2
Version0.2.0
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("AndreaCappozzo/rupclass")
AndreaCappozzo/rupclass documentation built on July 19, 2021, 5:36 a.m.