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CRAN: Package RSSL

RSSL: Implementations of Semi-Supervised Learning Approaches for Classification

A collection of implementations of semi-supervised classifiers and methods to evaluate their performance. The package includes implementations of, among others, Implicitly Constrained Learning, Moment Constrained Learning, the Transductive SVM, Manifold regularization, Maximum Contrastive Pessimistic Likelihood estimation, S4VM and WellSVM.

Version: 0.9.7 Depends: R (≥ 2.10.0) Imports: methods, Rcpp, MASS, kernlab, quadprog, Matrix, dplyr, tidyr, ggplot2, reshape2, scales, cluster LinkingTo: Rcpp, RcppArmadillo Suggests: testthat, rmarkdown, SparseM, numDeriv, LiblineaR, covr Published: 2023-12-07 DOI: 10.32614/CRAN.package.RSSL Author: Jesse Krijthe [aut, cre] Maintainer: Jesse Krijthe <jkrijthe at gmail.com> BugReports: https://github.com/jkrijthe/RSSL License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] URL: https://github.com/jkrijthe/RSSL NeedsCompilation: yes Citation: RSSL citation info Materials: README CRAN checks: RSSL results Documentation: Downloads: Linking:

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