Package: tabularMLC 0.0.3
Caio Hamamura
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.
Authors:
tabularMLC_0.0.3.tar.gz
tabularMLC_0.0.3.tar.gz(r-4.5-noble)tabularMLC_0.0.3.tar.gz(r-4.4-noble)
tabularMLC_0.0.3.tgz(r-4.4-emscripten)tabularMLC_0.0.3.tgz(r-4.3-emscripten)
tabularMLC.pdf |tabularMLC.html✨
tabularMLC/json (API)
NEWS
| # Install 'tabularMLC' in R: |
| install.packages('tabularMLC', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/caiohamamura/tabularmlc/issues
Last updated 3 years agofrom:60f9994c93. Checks:OK: 1 NOTE: 1. Indexed: no.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Dec 22 2024 |
| R-4.5-linux-x86_64 | NOTE | Dec 22 2024 |
Exports:MLC
Dependencies:RcppRcppArmadillo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Tabular maximum likelihood classifier | tabularMLC-package tabularMLC |
| Maximum Likelihood Classifier | MLC MLC.default MLC.formula |
| Maximum likelihood model class | MLC.model-class |
| Predict function for MLC.model-class | predict.MLC.model |
