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
accSDA
View on CRAN: Click
here
Download and install accSDA package within the R console
Install from CRAN:
install.packages("accSDA")
Install from Github:
library("remotes")
install_github("cran/accSDA")
Install by package version:
library("remotes")
install_version("accSDA", "1.1.3")
Attach the package and use:
library("accSDA")
Maintained by
Gudmundur Einarsson
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-08-24
Latest Update: 2024-03-06
Description:
Implementation of sparse linear discriminant analysis, which is a supervised
classification method for multiple classes. Various novel optimization approaches to
this problem are implemented including alternating direction method of multipliers ('ADMM'),
proximal gradient (PG) and accelerated proximal gradient ('APG') (See Atkins 'et al'. ).
Functions for performing cross validation are also supplied along with basic prediction
and plotting functions.
Sparse zero variance discriminant analysis ('SZVD') is also included in the package
(See Ames and Hong, ). See the 'github' wiki for a more extended description.
How to cite:
Gudmundur Einarsson (2017). accSDA: Accelerated Sparse Discriminant Analysis. R package version 1.1.3, https://cran.r-project.org/web/packages/accSDA. Accessed 21 Nov. 2024.
Previous versions and publish date:
Other packages that cited accSDA R package
View accSDA citation profile
Other R packages that accSDA depends,
imports, suggests or enhances
Complete documentation for accSDA
Functions, R codes and Examples using
the accSDA R package
Some associated functions: ADMM_EN2 . ADMM_EN_SMW . APG_EN2 . APG_EN2bt . APG_EN2rr . ASDA . ASDABarPlot . SDAAP . SDAD . SDAP . SZVD . SZVD_ADMM . SZVD_kFold_cv . SZVDcv . ZVD . accSDA . genDat . normalize . normalizetest . nullSp . ordASDA . predict.ASDA . predict.ordASDA . print.ASDA . prox_EN . prox_ENbt . test_ZVD . vec_shrink .
Some associated R codes: ADMM_EN2.R . ADMM_EN_SMW.R . APG_EN2.R . APG_EN2bt.R . APG_EN2rr.R . ASDA.R . SDAAP.R . SDAAPcv.R . SDAD.R . SDADcv.R . SDAP.R . SDAPcv.R . SZVD.R . SZVD_ADMM.R . SZVD_kFold_cv.R . SZVDcv.R . ZVD.R . accSDA.R . normalize.R . normalizetest.R . nullSp.R . ordinalFunctions.R . plottingFunctions.R . prox_EN.R . prox_ENbt.R . test_ZVD.R . Full accSDA 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
pkgdepends
Find recursive dependencies of 'R' packages from various
sources. Solve the dependencies to obtain ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Gábor Csárdi (view profile)
kgschart
Restore underlining numeric data from rating history graph of
KGS (an online platform of the game o ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Kota Mori (view profile)
r2resize
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
RcppHNSW
'Hnswlib' is a C++ library for Approximate Nearest Neighbors.
This package provides a minimal R int ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: James Melville (view profile)
crossrun
Joint distribution of number of crossings and the
longest run in a series of independent Bernoulli ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Tore Wentzel-Larsen (view profile)
deductive
Attempt to repair inconsistencies and missing values in
data records by using information from vali ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Mark van der Loo (view profile)