R Observatory: Metrics for SemiSupervised version 1.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

This package was removed from CRAN on 2018-06-28. Its history is shown below.

Reason: long-standing check errors were not corrected despite reminder. Invalid reads in gcc's ASAN and valgrind

Details below reflect version 1.0, its last release before removal.

SemiSupervised

1.0Package record

Safe Semi-Supervised Learning Tools

0packages depend

–downloads / year

–test coverage

–flavors OK

Overview

About

Maintained by Mark Vere CulpCRAN page ↗

Implements several safe graph-based semi-supervised learning algorithms. The first algorithm is the Semi-Supervised Semi-Parametric Model (S4PM) and the fast Anchor Graph version of this approach. For additional technical details, refer to Culp and Ryan (2013) http://jmlr.org/papers/v14/culp13a.html, Ryan and Culp (2015) http://www.jmlr.org/papers/v16/ryan15a.html and the package vignette. The underlying fitting routines are executed in C++. All tuning parameter estimation is optimized using K-fold Cross-Validation.

Install

R (source archive)

url <- "https://cran.r-project.org/src/contrib/Archive/SemiSupervised/SemiSupervised_1.0.tar.gz"
pkgFile <- "SemiSupervised_1.0.tar.gz"
download.file(url, pkgFile)
install.packages(pkgFile, type = "source", repos = NULL)

This package is no longer on CRAN, so install.packages() cannot fetch it by name. This downloads the last archived source (1.0) and builds it locally. Install its dependencies first, and note that building from source needs the usual compiler toolchain.

Health

CRAN checks

CRAN check results are not tracked yet.

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0

READMENoVignettesYes · 1 · staticNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 18
Examples that run: 89%8 run in a plain check · 1 only when donttest examples are enabled (R CMD check --as-cran)
Exported functions with examples: 42%
Documented parameters: 97%
Return-value docs: 33%
Help pages citing references: 17%

Also includes 1 demo script (run with demo())

How these are measured

Downloads

SemiSupervised Releases R versions

Daily download trend is not available in this view yet.

Compare downloads with other packages →

How downloads are counted

Dependencies

Declared dependencies

7 external dependencies (excludes base and recommended)

Depends (2)

R >= 2.10methods

Imports (0)

none

LinkingTo (0)

none

Suggests (7)

caret mlbench kernlab randomForest glmnet spa e1071

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

–indirect (not tracked)

Nothing depends on this yet.

How these are counted

Code & Tests

Datasets

People & History

People (1)

Mark Vere Culp

Contributor

Maintainer since 1.0 (2018)

Releases (1)

R
R 3.6.0 released · 2019-04-26
archivedRemoved from CRAN
2018-06-28
long-standing check errors were not corrected despite reminder Invalid reads in gcc's ASAN and valgrind
1.0
record
2018-05-11
R
R 3.5.0 released · 2018-04-23

Package metadata

First published: 2018-05-11
Total releases: 1 / 8 yrs
License: GPL-2 OSI
Minimum R: ≥ 2.10
Bundled data: 203 KB / 1 file

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("SemiSupervised")

Format

Culp, M. V. (n.d.). SemiSupervised: Safe Semi-Supervised Learning Tools (Version 1.0) [Computer software]. Retrieved October 26, 2026, from https://CRAN.R-project.org/package=SemiSupervised

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for SemiSupervised version 1.0 [Data set]. HJJB, LLC. Data release v2026-10-25. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-25, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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