Other packages > Find by keyword >

lsbclust  

Least-Squares Bilinear Clustering for Three-Way Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("lsbclust", "1.1")



Attach the package and use:
library("lsbclust")
Maintained by
Pieter Schoonees
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-02-16
Latest Update: 2019-04-15
Description:
Functions for performing least-squares bilinear clustering of three-way data. The method uses the bilinear decomposition (or bi-additive model) to model two-way matrix slices while clustering over the third way. Up to four different types of clusters are included, one for each term of the bilinear decomposition. In this way, matrices are clustered simultaneously on (a subset of) their overall means, row margins, column margins and row-column interactions. The orthogonality of the bilinear model results in separability of the joint clustering problem into four separate ones. Three of these sub-problems are specific k-means problems, while a special algorithm is implemented for the interactions. Plotting methods are provided, including biplots for the low-rank approximations of the interactions.
How to cite:
Pieter Schoonees (2015). lsbclust: Least-Squares Bilinear Clustering for Three-Way Data. R package version 1.1, https://cran.r-project.org/web/packages/lsbclust
Previous versions and publish date:
1.0.1 (2015-02-16 14:08), 1.0.2 (2015-03-12 01:11), 1.0.3 (2015-08-15 00:59), 1.0.4 (2016-01-05 14:18), 1.0.5 (2018-04-19 22:26), 1.0 (2015-02-11 01:32)
Other packages that cited lsbclust R package
View lsbclust citation profile
Other R packages that lsbclust depends, imports, suggests or enhances
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

critpath  
Setting the Critical Path in Project Management
Solving the problem of project management using CPM (Critical Path Method), PERT (Program Evaluation ...
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  
rdbnomics  
Download DBnomics Data
R access to hundreds of millions data series from DBnomics API (). ...
Download / Learn more Package Citations See dependency  
steepness  
Testing Steepness of Dominance Hierarchies
The steepness package computes steepness as a property of dominance hierarchies. Steepness is define ...
Download / Learn more Package Citations See dependency  
mistral  
Methods in Structural Reliability
Various reliability analysis methods for rare event inference (computing failure probability and qua ...
Download / Learn more Package Citations See dependency  
ftaproxim  
Fault Tree Analysis Based on Proxel Simulation
Calculation and plotting of instantaneous unavailabilities of basic events along with the top event ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns