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Implements kernel-based classification Support Vector Machines with reliable estimated probabilities of class membership. Theoretical support for the functions in this package can be found in Duarte Silva (2025) <doi:10.1016/j.cor.2025.107203>.
| Version: | 0.1.0 |
| Depends: | R (≥ 3.5.0), Rcpp (≥ 1.0.4.6) |
| Imports: | lpSolveAPI, kernlab, ggplot2, MASS, stats, reshape2 |
| LinkingTo: | Rcpp, RcppArmadillo (≥ 15.2.6-1) |
| Published: | 2026-06-25 |
| DOI: | 10.32614/CRAN.package.ProbSVMs (may not be active yet) |
| Author: | A. Pedro Duarte Silva [aut, cre] |
| Maintainer: | A. Pedro Duarte Silva <psilva at ucp.pt> |
| License: | GPL-2 |
| NeedsCompilation: | yes |
| CRAN checks: | ProbSVMs results |
| Reference manual: | ProbSVMs.html , ProbSVMs.pdf |
| Package source: | ProbSVMs_0.1.0.tar.gz |
| Windows binaries: | r-devel: ProbSVMs_0.1.0.zip, r-release: not available, r-oldrel: not available |
| macOS binaries: | r-release (arm64): ProbSVMs_0.1.0.tgz, r-oldrel (arm64): ProbSVMs_0.1.0.tgz, r-release (x86_64): ProbSVMs_0.1.0.tgz, r-oldrel (x86_64): ProbSVMs_0.1.0.tgz |
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