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Semblance
View on CRAN: Click
here
Download and install Semblance package within the R console
Install from CRAN:
install.packages("Semblance")
Install from Github:
library("remotes")
install_github("cran/Semblance") Install by package version:
library("remotes")
install_version("Semblance", "1.1.0") Attach the package and use:
library("Semblance")
Maintained by
Divyansh Agarwal
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[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-05-30
Latest Update: 2019-01-25
Description:
We present a rank-based Mercer kernel to compute a pair-wise similarity metric corresponding to informative representation of data. We tailor the development of a kernel to encode our prior knowledge about the data distribution over a probability space. The philosophical concept behind our construction is that objects whose feature values fall on the extreme of that feature
How to cite:
Divyansh Agarwal (2018). Semblance: A Data-Driven Similarity Kernel on Probability Spaces. R package version 1.1.0, https://cran.r-project.org/web/packages/Semblance. Accessed 28 Oct. 2026.
Previous versions and publish date:
Other packages that cited Semblance R package
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Other R packages that Semblance depends,
imports, suggests or enhances
Complete documentation for Semblance
Functions, R codes and Examples using
the Semblance R package
Some associated functions: computeSemblanceOneFeature . computeSemblanceOneFeature_Gini . makeUpperLower . ranksem . ranksem_Gini . repCol . repRow .
Some associated R codes: semblance.R . Full Semblance package functions and examples
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