Probabilistic Support Vector Machines

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) .


Reference manual

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install.packages("ProbSVMs")

0.2.0 by A. Pedro Duarte Silva, 23 days ago


Browse source code at https://github.com/cran/ProbSVMs


Authors: A. Pedro Duarte Silva [aut, cre]


Documentation:   PDF Manual  


GPL-2 license


Imports lpSolveAPI, kernlab, ggplot2, MASS, stats, reshape2

Depends on Rcpp

Linking to Rcpp, RcppArmadillo


See at CRAN