Other packages > Find by keyword >

superbiclust  

Generating Robust Biclusters from a Bicluster Set (Ensemble Biclustering)
View on CRAN: Click here


Download and install superbiclust package within the R console
Install from CRAN:
install.packages("superbiclust")

Install from Github:
library("remotes")
install_github("cran/superbiclust")

Install by package version:
library("remotes")
install_version("superbiclust", "1.2")



Attach the package and use:
library("superbiclust")
Maintained by
Tatsiana Khamiakova
[Scholar Profile | Author Map]
First Published: 2013-04-23
Latest Update: 2021-05-28
Description:
Biclusters are submatrices in the data matrix which satisfy certain conditions of homogeneity. Package contains functions for generating robust biclusters with respect to the initialization parameters for a given bicluster solution contained in a bicluster set in data, the procedure is also known as ensemble biclustering. The set of biclusters is evaluated based on the similarity of its elements (the overlap), and afterwards the hierarchical tree is constructed to obtain cut-off points for the classes of robust biclusters. The result is a number of robust (or super) biclusters with none or low overlap.
How to cite:
Tatsiana Khamiakova (2013). superbiclust: Generating Robust Biclusters from a Bicluster Set (Ensemble Biclustering). R package version 1.2, https://cran.r-project.org/web/packages/superbiclust. Accessed 29 Mar. 2025.
Previous versions and publish date:
0.1 (2013-04-23 12:08), 1.1 (2014-11-27 23:20)
Other packages that cited superbiclust R package
View superbiclust citation profile
Other R packages that superbiclust depends, imports, suggests or enhances
Complete documentation for superbiclust
Downloads during the last 30 days
02/2702/2803/0103/0203/0303/0403/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/27Downloads for superbiclust0510152025303540TrendBars

Today's Hot Picks in Authors and Packages

gglgbtq  
Show Pride on 'ggplot2' Plots
Provides multiple palettes based on pride flags with tailored themes. ...
Download / Learn more Package Citations See dependency  
landmix  
Landmark Prediction for Mixture Data
Non-parametric prediction of survival outcomes for mixture data that incorporates covariates and a l ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  

23,842

R Packages

207,311

Dependencies

64,420

Author Associations

23,781

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA