ClusterJudge
This is the released version of ClusterJudge; for the devel version, see ClusterJudge.
Judging Quality of Clustering Methods using Mutual Information
Bioconductor version: Release (3.23)
ClusterJudge implements the functions, examples and other software published as an algorithm by Gibbons, FD and Roth FP. The article is called "Judging the Quality of Gene Expression-Based Clustering Methods Using Gene Annotation" and it appeared in Genome Research, vol. 12, pp1574-1581 (2002). See package?ClusterJudge for an overview.
Author: Adrian Pasculescu
Maintainer: Adrian Pasculescu <a.pasculescu at gmail.com>
citation("ClusterJudge")):
Huber W, Carey VJ, Gentleman R, Anders S, Carlson M, Carvalho BS, Bravo HC, Davis S, Gatto L, Girke T, Gottardo R, Hahne F, Hansen KD, Irizarry RA, Lawrence M, Love MI, MacDonald J, Obenchain V, Oleś AK, Pagès H, Reyes A, Shannon P, Smyth GK, Tenenbaum D, Waldron L, Morgan M (2015). "Orchestrating high-throughput genomic analysis with Bioconductor." Nature Methods, 12(2), 115–121. doi:10.1038/nmeth.3252.
Gentleman RC, Carey VJ, Bates DM, Bolstad B, Dettling M, Dudoit S, Ellis B, Gautier L, Ge Y, Gentry J, Hornik K, Hothorn T, Huber W, Iacus S, Irizarry R, Leisch F, Li C, Maechler M, Rossini AJ, Sawitzki G, Smith C, Smyth G, Tierney L, Yang JYH, Zhang J (2004). "Bioconductor: open software development for computational biology and bioinformatics." Genome Biology, 5(10), R80. doi:10.1186/gb-2004-5-10-r80.
Installation
To install this package, start R (version "4.6") and enter:
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("ClusterJudge")
For older versions of R, please refer to the appropriate Bioconductor release.
Documentation
To view documentation for the version of this package installed in your system, start R and enter:
browseVignettes("ClusterJudge")| Vignette Title | HTML | R Script |
| Reference Manual | ||
| NEWS | Text |
Details
| biocViews | Clustering, GO, GeneExpression, Software, StatisticalMethod |
| Version | 1.34.0 |
| In Bioconductor since | BioC 3.6 (R-3.4) (9 years) |
| License | Artistic-2.0 |
| Depends | R (>= 3.6), stats, utils, graphics, infotheo, lattice, latticeExtra, httr, jsonlite |
| Imports | |
| System Requirements | |
| URL |
See More
| Suggests | yeastExpData, knitr, rmarkdown, devtools, testthat, biomaRt |
| Linking To | |
| Enhances | |
| Depends On Me | |
| Imports Me | |
| Suggests Me | |
| Links To Me | |
| Build Report | Build Report |
Package Archives
Follow Installation instructions to use this package in your R session.
| Source Package | ClusterJudge_1.34.0.tar.gz |
| Windows Binary (x86_64) | ClusterJudge_1.34.0.zip |
| macOS Binary (big-sur-x86_64) | ClusterJudge_1.34.0.tgz |
| macOS Binary (sonoma-arm64) | ClusterJudge_1.34.0.tgz |
| Source Repository | git clone https://git.bioconductor.org/packages/ClusterJudge |
| Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/ClusterJudge |
| Bioc Package Browser | https://code.bioconductor.org/browse/ClusterJudge/ |
| Package Short Url | https://bioconductor.org/packages/ClusterJudge/ |
| Package Downloads Report | Download Stats |