Other packages > Find by keyword >

categoryEncodings  

Category Variable Encodings
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("categoryEncodings", "1.4.3")



Attach the package and use:
library("categoryEncodings")
Maintained by
Juraj Szitas
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-03-02
Latest Update: 2020-03-02
Description:
Simple, fast, and automatic encodings for category data using a data.table backend. Most of the methods are an implementation of "Sufficient Representation for Categorical Variables" by Johannemann, Hadad, Athey, Wager (2019) , particularly their mean, sparse principal component analysis, low rank representation, and multinomial logit encodings.
How to cite:
Juraj Szitas (2020). categoryEncodings: Category Variable Encodings. R package version 1.4.3, https://cran.r-project.org/web/packages/categoryEncodings. Accessed 22 Dec. 2024.
Previous versions and publish date:
No previous versions
Other packages that cited categoryEncodings R package
View categoryEncodings citation profile
Other R packages that categoryEncodings depends, imports, suggests or enhances
Complete documentation for categoryEncodings
Functions, R codes and Examples using the categoryEncodings R package
Some associated functions: encode_SPCA . encode_categories . encode_deviation . encode_difference . encode_dummy . encode_helmert . encode_lowrank . encode_mean . encode_median . encode_mnl . encode_repeated_effect . encode_simple_effect . 
Some associated R codes: encode_categories.R . encodings.R .  Full categoryEncodings 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

LOGANTree  
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency  
Maintainer: Qi Qin (view profile)
tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
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  
elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  
composits  
Compositional, Multivariate and Univariate Time Series Outlier Ensemble
A compositional multivariate and univariate time series outlier ensemble.It uses the four R packages ...
Download / Learn more Package Citations See dependency  
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

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