CRAN/E | KODAMA

KODAMA

Knowledge Discovery by Accuracy Maximization

Installation

About

An unsupervised and semi-supervised learning algorithm that performs feature extraction from noisy and high-dimensional data. It facilitates identification of patterns representing underlying groups on all samples in a data set. Based on Cacciatore S, Tenori L, Luchinat C, Bennett PR, MacIntyre DA. (2017) Bioinformatics doi:10.1093/bioinformatics/btw705 and Cacciatore S, Luchinat C, Tenori L. (2014) Proc Natl Acad Sci USA doi:10.1073/pnas.1220873111.

Key Metrics

Version 2.3
R ≥ 2.10.0
Published 2022-12-09 511 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks KODAMA results

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Maintainer

Maintainer

Stefano Cacciatore

tkcaccia@gmail.com

Authors

Stefano Cacciatore

aut / trl / cre

Leonardo Tenori

aut

Material

Reference manual
Package source

Vignettes

Knowledge Discovery by Accuracy Maximization

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

KODAMA archive

Depends

R ≥ 2.10.0
stats
minerva
Rtsne
umap

Imports

Rcpp ≥ 0.12.4

Suggests

rgl
knitr
rmarkdown

LinkingTo

Rcpp
RcppArmadillo