This is the development version of scReClassify; for the stable release version, see scReClassify.
scReClassify: post hoc cell type classification of single-cell RNA-seq dataBioconductor version: Development (3.22)
A post hoc cell type classification tool to fine-tune cell type annotations generated by any cell type classification procedure with semi-supervised learning algorithm AdaSampling technique. The current version of scReClassify supports Support Vector Machine and Random Forest as a base classifier.
Author: Pengyi Yang [aut] ORCID: 0000-0003-1098-3138 , Taiyun Kim [aut, cre] ORCID: 0000-0002-5028-836X
Maintainer: Taiyun Kim <taiyun.kim91 at gmail.com>
Citation (from within R, entercitation("scReClassify")
): Installation
To install this package, start R (version "4.5") and enter:
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
# The following initializes usage of Bioc devel
BiocManager::install(version='devel')
BiocManager::install("scReClassify")
For older versions of R, please refer to the appropriate Bioconductor release.
DocumentationTo view documentation for the version of this package installed in your system, start R and enter:
browseVignettes("scReClassify")
Details See More Package Archives
Follow Installation instructions to use this package in your R session.
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