tabularMLC: Tabular Maximum Likelihood Classifier

The maximum likelihood classifier (MLC) is one of the most common classifiers used for remote sensing imagery. This package uses 'RcppArmadillo' to provide a fast implementation of the MLC to train and predict over tabular data (data.frame). The algorithms were based on Mather (1985) <doi:10.1080/01431168508948456> method.

Package details

AuthorCaio Hamamura [aut, cre] (ORCID: <https://orcid.org/0000-0001-6149-5885>)
MaintainerCaio Hamamura <caiohamamura@gmail.com>
LicenseGPL-3
Version0.0.4
URL https://github.com/caiohamamura/tabularMLC
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("tabularMLC")

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tabularMLC documentation built on Nov. 5, 2025, 7:25 p.m.