Package: mlearning Type: Package Version: 1.2.2 Title: 'SciViews::R' - Machine Learning Algorithms with Unified Interface Description: A unified interface is provided to various machine learning algorithms like linear or quadratic discriminant analysis, k-nearest neighbors, random forest, support vector machine, ... It allows to train, test, and apply cross-validation using similar functions and function arguments with a minimalist and clean, formula-based interface. Missing data are processed the same way as base and stats R functions for all algorithms, both in training and testing. Confusion matrices are also provided with a rich set of metrics calculated and a few specific plots. Authors@R: c( person("Philippe", "Grosjean", role = c("aut", "cre"), email = "phgrosjean@sciviews.org", comment = c(ORCID = "0000-0002-2694-9471")), person("Kevin", "Denis", role = "aut", email = "kevin.denis@umons.ac.be")) Maintainer: Philippe Grosjean Depends: R (>= 3.0.4) Imports: class (>= 7.3.23), e1071 (>= 1.7.16), grDevices (>= 3.0.4), ipred (>= 0.9.15), nnet (>= 7.3.20), MASS (>= 7.3.65), randomForest (>= 4.7.1.2), rpart (>= 4.1.0), stats (>= 3.0.4) Suggests: datasets (>= 3.0.4), mlbench (>= 2.1.6), RColorBrewer (>= 1.1.3), covr (>= 3.5.0), knitr (>= 1.42), rmarkdown (>= 2.21), spelling (>= 2.2.1), testthat (>= 3.0.0) License: GPL (>= 2) URL: https://github.com/SciViews/mlearning, https://www.sciviews.org/mlearning/, https://sciviews.r-universe.dev/mlearning BugReports: https://github.com/SciViews/mlearning/issues Roxygen: list(markdown = TRUE) RoxygenNote: 7.3.2 VignetteBuilder: knitr Encoding: UTF-8 Language: en-US ByteCompile: yes Config/testthat/edition: 3 Repository: https://sciviews.r-universe.dev Date/Publication: 2025-10-13 06:50:21 UTC RemoteUrl: https://github.com/SciViews/mlearning RemoteRef: HEAD RemoteSha: fb85f693d3e8beeeb74a243c2e1febaa4626a36d NeedsCompilation: no Packaged: 2026-10-11 09:10:55 UTC; root Author: Philippe Grosjean [aut, cre] (ORCID: ), Kevin Denis [aut]