ProbSVMs

0.1.0

Probabilistic Support Vector Machines

0packages depend

276downloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by A. Pedro Duarte SilvaFirst published 2026-06-251 releasesCRAN page ↗

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.

Install

R (CRAN)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("ProbSVMs", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-probsvms

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-ProbSVMs

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-ProbSVMs

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 5.1 min · r-devel-linux-x86_64-fedora-gcc

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

None

Vignettes

README

Dependencies · direct

Check history

OK2026-06-26
7 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Downloads

276

CRAN downloads in the past year

Rank #24,097 · ~1/day · ~23/mo

ProbSVMs Releases R versions

Daily download trend is not available in this view yet.

27630 days

27690 days

2761 year

Compare downloads with other packages →

Also on8 r2u

Dependencies

Declared dependencies

7 external dependencies (excludes base and recommended)

Depends (2)

R >= 3.5.0Rcpp

Imports (6)

lpSolveAPI kernlab ggplot2MASSstatsreshape2

LinkingTo (2)

Rcpp RcppArmadillo

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Code Composition

Rd 1,332 (33%)R 1,036 (26%)C++ 1,012 (25%)C 682 (17%)

Code characteristics

Object systems

S33

Cyclomatic complexity: 8.0 median / 93 max
Documented parameters: 86%

Test coverage

Line coverage

–

Expression

–

Tests / Examples

–

Functions

76 4 exported

Complexity

16.3 avg / 93 max

Call network

76 nodes / 84 edges

Test coverage has not been measured for this package yet; nodes fall back to a neutral fill.

Call graph

Open call graph →

Loading call graph…

Lowest coverage

Per-function coverage is not measured for this package yet.

People & History

People (1)

Maintainer (1)

A. Pedro Duarte Silva

Author, Maintainer

Authors (1)

A. Pedro Duarte Silva

Author, Maintainer

Release timeline

1 release. R releases are shown for context.

0.1.0Latest
2026-06-25 · current release
R
R 4.6.0 released · 2026-04-24

Package metadata

First published: 2026-06-25
Total releases: 1 / 1 yrs
License: GPL-2 OSI
Minimum R: ≥ 3.5.0
Download size: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet