README.md

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

rupclass

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 semi-supervised (rupclass) versions are included.

This repository is associated with the paper Cappozzo, Greselin, Murphy (2020) A robust approach to model-based classification based on trimming and constraints. https://doi.org/10.1007/s11634-019-00371-w

Installation

You can install the development version of rupclass from github with:

devtools::install_github("AndreaCappozzo/rupclass")

AndreaCappozzo/rupclass documentation built on July 19, 2021, 5:36 a.m.