Other packages > Find by keyword >

kdml  

Kernel Distance Metric Learning for Mixed-Type Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("kdml", "1.1.0")



Attach the package and use:
library("kdml")
Maintained by
John R. J. Thompson
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-08-27
Latest Update: 2024-08-27
Description:
Distance metrics for mixed-type data consisting of continuous, nominal, and ordinal variables. This methodology uses additive and product kernels to calculate similarity functions and metrics, and selects variables relevant to the underlying distance through bandwidth selection via maximum similarity cross-validation. These methods can be used in any distance-based algorithm, such as distance-based clustering. For further details, we refer the reader to Ghashti and Thompson (2024) <<doi:10.48550/arXiv.2306.01890>> for dkps() methodology, and Ghashti (2024) <doi:10.14288/1.0443975> for dkss() methodology.
How to cite:
John R. J. Thompson (2024). kdml: Kernel Distance Metric Learning for Mixed-Type Data. R package version 1.1.0, https://cran.r-project.org/web/packages/kdml. Accessed 21 Nov. 2024.
Previous versions and publish date:
1.0.0 (2024-08-27 13:30)
Other packages that cited kdml R package
View kdml citation profile
Other R packages that kdml depends, imports, suggests or enhances
Complete documentation for kdml
Functions, R codes and Examples using the kdml R package
Full kdml 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

deductive  
Data Correction and Imputation Using Deductive Methods
Attempt to repair inconsistencies and missing values in data records by using information from vali ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
pkgdepends  
Package Dependency Resolution and Downloads
Find recursive dependencies of 'R' packages from various sources. Solve the dependencies to obtain ...
Download / Learn more Package Citations See dependency  
RcppHNSW  
'Rcpp' Bindings for 'hnswlib', a Library for Approximate Nearest Neighbors
'Hnswlib' is a C++ library for Approximate Nearest Neighbors. This package provides a minimal R int ...
Download / Learn more Package Citations See dependency  
kgschart  
KGS Rank Graph Parser
Restore underlining numeric data from rating history graph of KGS (an online platform of the game o ...
Download / Learn more Package Citations See dependency  
crossrun  
Joint Distribution of Number of Crossings and Longest Run
Joint distribution of number of crossings and the longest run in a series of independent Bernoulli ...
Download / Learn more Package Citations See dependency  

23,229

R Packages

199,929

Dependencies

62,984

Author Associations

23,230

Publication Badges

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