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]
All associated links for this package
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 04 Jan. 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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

EffectLiteR  
Average and Conditional Effects
Use structural equation modeling to estimate average and conditional effects of a treatment variabl ...
Download / Learn more Package Citations See dependency  
epubr  
Read EPUB File Metadata and Text
Provides functions supporting the reading and parsing of internal e-book content from EPUB files. T ...
Download / Learn more Package Citations See dependency  
NestedMenu  
A Nested Menu Widget for 'Shiny' Applications
Provides a nested menu widget for usage in 'Shiny' applications. This is useful for hierarchical ch ...
Download / Learn more Package Citations See dependency  
VARMER  
Variational Merging
A new mathematical formulation to merge observed data with gridded images of environmental variables ...
Download / Learn more Package Citations See dependency  
gggibbous  
Moon Charts, a Pie Chart Alternative
Moon charts are like pie charts except that the proportions are shown as crescent or gibbous portio ...
Download / Learn more Package Citations See dependency  
ravedash  
Dashboard System for Reproducible Visualization of "iEEG"
Dashboard system to display the analysis results produced by 'RAVE' (Magnotti J.F., Wang Z., Beauch ...
Download / Learn more Package Citations See dependency  

23,440

R Packages

202,297

Dependencies

63,567

Author Associations

23,434

Publication Badges

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