fdm2id: Data Mining and R Programming for Beginners

Contains functions to simplify the use of data mining methods (classification, regression, clustering, etc.), for students and beginners in R programming. Various R packages are used and wrappers are built around the main functions, to standardize the use of data mining methods (input/output): it brings a certain loss of flexibility, but also a gain of simplicity. The package name came from the French "Fouille de Données en Master 2 Informatique Décisionnelle".

Version:	1.0.0
Depends:	R (≥ 3.5.0), arules, arulesViz, FactoMineR, nnet
Imports:	graphics, grDevices, Matrix, mclust, methods, pls, stats, utils
Suggests:	car, caret, class, cluster, datasets, e1071, fds, flexclust, fpc, glmnet, ibr, irr, knitr, kohonen, leaps, MASS, mda, meanShiftR, mlbench, questionr, randomForest, rmarkdown, RSpectra, ROCR, rpart, rpart.plot, Rtsne, SnowballC, stopwords, testthat (≥ 3.0.0), text2vec, wordcloud, xgboost (≥ 2.1.0)
Enhances:	NMF
Published:	2026-08-28
DOI:	10.32614/CRAN.package.fdm2id
Author:	Alexandre Blansché [aut, cre]
Maintainer:	Alexandre Blansché <alexandre.blansche at univ-lorraine.fr>
License:	GPL-3
NeedsCompilation:	no
Materials:	NEWS
CRAN checks:	fdm2id results

Documentation:

Reference manual:

fdm2id.html , fdm2id.pdf

Vignettes:

Principal component analysis: breast tumours (source, R code) Discriminant analysis: the lumbar spine (source, R code) Linear regression: Scottish hill races (source, R code) Clustering: wheat varieties (source, R code) Visualisation: cars from three continents (source, R code) Ensemble methods: the ionosphere (source, R code) Clustering: earthquakes in Fiji (source, R code) Feature selection: crabs (source, R code)

Downloads:

Package source:	fdm2id_1.0.0.tar.gz
Windows binaries:	r-devel: fdm2id_1.0.0.zip, r-release: fdm2id_1.0.0.zip, r-oldrel: fdm2id_1.0.0.zip
macOS binaries:	r-release (arm64): fdm2id_1.0.0.tgz, r-oldrel (arm64): fdm2id_1.0.0.tgz, r-release (x86_64): fdm2id_1.0.0.tgz, r-oldrel (x86_64): fdm2id_1.0.0.tgz
Old sources:	fdm2id archive

Reverse dependencies:

Reverse suggests:

bark, rSDR

Linking:

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