R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
GeneralizedUmatrix
View on CRAN: Click
here
Download and install GeneralizedUmatrix package within the R console
Install from CRAN:
install.packages("GeneralizedUmatrix")
Install from Github:
library("remotes")
install_github("cran/GeneralizedUmatrix")
Install by package version:
library("remotes")
install_version("GeneralizedUmatrix", "1.2.6")
Attach the package and use:
library("GeneralizedUmatrix")
Maintained by
Michael Thrun
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-05-18
Latest Update: 2023-05-30
Description:
Projections are common dimensionality reduction methods, which represent high-dimensional data in a two-dimensional space. However, when restricting the output space to two dimensions, which results in a two dimensional scatter plot (projection) of the data, low dimensional similarities do not represent high dimensional distances coercively [Thrun, 2018] . This could lead to a misleading interpretation of the underlying structures [Thrun, 2018]. By means of the 3D topographic map the generalized Umatrix is able to depict errors of these two-dimensional scatter plots. The package is derived from the book of Thrun, M.C.: "Projection Based Clustering through Self-Organization and Swarm Intelligence" (2018) and the main algorithm called simplified self-organizing map for dimensionality reduction methods is published in .
How to cite:
Michael Thrun (2017). GeneralizedUmatrix: Credible Visualization for Two-Dimensional Projections of Data. R package version 1.2.6, https://cran.r-project.org/web/packages/GeneralizedUmatrix. Accessed 06 Nov. 2024.
Previous versions and publish date:
0.9.4 (2017-05-18 11:23), 0.9.5 (2017-08-20 16:21), 1.0.0 (2018-01-31 19:13), 1.1.2 (2018-07-03 17:00), 1.1.4 (2019-01-27 14:30), 1.1.5 (2019-02-03 13:54), 1.1.6 (2019-11-20 22:30), 1.1.8 (2020-02-17 16:40), 1.1.9 (2020-03-23 15:50), 1.2.0 (2020-08-24 15:00), 1.2.1 (2020-10-25 11:40), 1.2.2 (2021-01-12 20:30), 1.2.4 (2022-05-25 17:30), 1.2.5 (2022-11-28 13:40)
Other packages that cited GeneralizedUmatrix R package
View GeneralizedUmatrix citation profile
Other R packages that GeneralizedUmatrix depends,
imports, suggests or enhances
Complete documentation for GeneralizedUmatrix
Functions, R codes and Examples using
the GeneralizedUmatrix R package
Some associated functions: CalcUstarmatrix . Chainlink . DefaultColorSequence . Delta3DWeightsC . EsomNeuronsAsList . ExtendToroidalUmatrix . GeneralizedUmatrix-package . GeneralizedUmatrix . GeneratePmatrix . ListAsEsomNeurons . LowLand . NormalizeUmatrix . ReduceToLowLand . TopviewTopographicMap . Uheights4Data . UmatrixColormap . UniqueBestMatchingUnits . XYcoords2LinesColumns . addRowWiseC . plotTopographicMap . sESOM4BMUs . setdiffMatrix . trainstepC . upscaleUmatrix .
Some associated R codes: CalcUstarmatrix.R . EsomNeuronsAsList.R . ExtendToroidalUmatrix.R . GeneralizedUmatrix.R . GeneratePmatrix.R . ListAsEsomNeurons.R . LowLand.R . NormalizeUmatrix.R . RcppExports.R . ReduceToLowLand.R . TopviewTopographicMap.R . Uheights4Data.R . UniqueBestMatchingUnits.R . XYcoords2LinesColumns.R . plotTopographicMap.R . sESOM4BMUs.R . setdiffMatrix.R . tileGUM.R . upscaleUmatrix.R . Full GeneralizedUmatrix package functions and examples
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
ddp
The desirable Dietary Pattern (DDP)/ PPH score
measures the variety of food consumption. The (weigh ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Weksi Budiaji (view profile)
equatiomatic
The goal of equatiomatic is to reduce the painassociated with writing LaTeX formulas from fitted mod ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Philippe Grosjean (view profile)
quickcode
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
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
seriation
Infrastructure for ordering objects with an implementation of several
seriation/sequencing/ordinati ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Michael Hahsler (view profile)
memoise
Cache the results of a function so that when you
call it again with the same arguments it returns t ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Winston Chang (view profile)
mailR
Interface to Apache Commons Email to send emails
from R. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Rahul Premraj (view profile)