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Linear Programming Discriminant Analysis

0packages depend
4.2Kdownloads / year
–test coverage
13/13flavors OK

Overview

About

Classification method obtained through linear programming. It is advantageous with respect to the classical developments when the distribution of the variables involved is unknown or when the number of variables is much greater than the number of individuals. Mathematical details behind the method are published in Nueda, et al. (2022) "LPDA: A new classification method based on linear programming". doi:10.1371/journal.pone.0270403.

Changes in 1.2.3
  • March-2026
  • In lpda function, establish weights when calling lpda.fit

From NEWS.md in the release

Install

Health

CRAN checks
13OK
Slowest check: 1.8 min · r-oldrel-windows-x86_64
Status changes
  • OK13 OK2026-08-05
  • NOTE12 OK, 1 NOTE2026-08-01
  • OK13 OK2026-05-11
  • WARNING12 OK, 1 WARNING2026-05-10
  • OK14 OK2026-03-10
Advisories

none known

Documentation

In release 1.2.3
READMENoVignettesYes · 1 · dynamicNEWSYes · 100% structured · mentions 1.2.3Citation fileNoWebsitenot declared in DESCRIPTION
Help pages
17
Examples that run
80%4 run in a plain check · 1 only when donttest examples are enabled (R CMD check --as-cran)
Exported functions with examples
56%
Documented parameters
100%
Return-value docs
100%
Help pages citing references
29%

Downloads

4.2K
CRAN downloads in the past year
Rank #10,435 · ~12/day · ~350/mo
Daily download trend is not available in this view yet.
37830 days
97590 days
4.2K1 year
Compare downloads with other packages →
Also on93 r2u8 autocran

Dependencies

Declared dependencies
5 external dependencies (excludes base and recommended)

Installing lpda adds 5 packages (3 with compiled code, 317 KB of source tarballs). Heaviest: multiway 175 KB, slam 54 KB, quadprog 35 KB.

Depends (1)
R >= 3.5.0
Imports (2)
LinkingTo (0)
none
Enhances (0)
none
Reverse dependencies
0direct
0indirect

Nothing depends on this yet.

Datasets

People & History

People (1)
Author, Maintainer since 1.0.1 (2023)
Listed in earlier versions (2)
Maria Jose Nueda
no longer listed · 1.0.1
Nueda
no longer listed · 1.2.0 to 1.2.3
Releases (5)

Pick two releases to compare their code metrics.

  • R
    R 4.6.0 released · 2026-04-24
  • 1.2.3Latest
    record
    2026-03-12 · current release · diff ↗
  • 1.2.2
    record
    2025-10-27 · diff ↗
  • 1.2.1
    record
    2025-07-16 · diff ↗
  • R
    R 4.5.0 released · 2025-04-11
  • 1.2.0
    record
    2025-03-26 · diff ↗ ·
    removed 4 exports
    bestVariability, bestPC, CVloo, CVktest
    added 2 exports
    lpda.3D, lpdaCV.3D
  • R
    R 4.4.0 released · 2024-04-24
  • R
    R 4.3.0 released · 2023-04-21
  • 1.0.1
    record
    2023-03-07
  • R
    R 4.2.0 released · 2022-04-22

Package metadata

First published
2023-03-07
Total releases
5 / 3 yrs
License
GPL (>= 2) OSI
Minimum R
≥ 3.5.0
Bundled data
228 KB / 2 files
Download size
414 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("lpda")
Nueda, M. J. (2026). lpda: Linear Programming Discriminant Analysis (Version 1.2.3) [Computer software]. https://doi.org/10.32614/CRAN.package.lpda

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.

APA

Balamuta, J. J. (2026). R Observatory: Metrics for lpda version 1.2.3 [Data set]. HJJB, LLC. Data release v2026-10-20. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-20, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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