Other packages > Find by keyword >

abcrlda  

Asymptotically Bias-Corrected Regularized Linear Discriminant Analysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("abcrlda", "1.0.3")



Attach the package and use:
library("abcrlda")
Maintained by
Dmitriy Fedorov
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-11-25
Latest Update: 2020-05-28
Description:
Offers methods to perform asymptotically bias-corrected regularized linear discriminant analysis (ABC_RLDA) for cost-sensitive binary classification. The bias-correction is an estimate of the bias term added to regularized discriminant analysis (RLDA) that minimizes the overall risk. The default magnitude of misclassification costs are equal and set to 0.5; however, the package also offers the options to set them to some predetermined values or, alternatively, take them as hyperparameters to tune. A. Zollanvari, M. Abdirash, A. Dadlani and B. Abibullaev (2019) .
How to cite:
Dmitriy Fedorov (2019). abcrlda: Asymptotically Bias-Corrected Regularized Linear Discriminant Analysis. R package version 1.0.3, https://cran.r-project.org/web/packages/abcrlda. Accessed 25 Jun. 2026.
Previous versions and publish date:
1.0.1 (2019-11-25 13:00), 1.0.2 (2020-01-29 06:40)
Other packages that cited abcrlda R package
View abcrlda citation profile
Other R packages that abcrlda depends, imports, suggests or enhances
Complete documentation for abcrlda
Functions, R codes and Examples using the abcrlda R package
Some associated functions: abcrlda . cross_validation . da_risk_estimator . grid_search . predict.abcrlda . risk_calculate . 
Some associated R codes: abc_grid.R . abcrlda.R .  Full abcrlda package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  
edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  
sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
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  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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