EnMCB

DOI: 10.18129/B9.bioc.EnMCB  

Predicting Disease Progression Based on Methylation Correlated Blocks using Ensemble Models

Bioconductor version: Release (3.17)

Creation of the correlated blocks using DNA methylation profiles. Machine learning models can be constructed to predict differentially methylated blocks and disease progression.

Author: Xin Yu

Maintainer: Xin Yu <whirlsyu at gmail.com>

Citation (from within R, enter citation("EnMCB")):

Installation

To install this package, start R (version "4.3") and enter:

if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("EnMCB")

For older versions of R, please refer to the appropriate Bioconductor release.

Documentation

To view documentation for the version of this package installed in your system, start R and enter:

browseVignettes("EnMCB")

 

HTML R Script vignette
PDF   Reference Manual
Text   NEWS

Details

biocViews DNAMethylation, MethylationArray, Normalization, Software, SupportVectorMachine
Version 1.12.0
In Bioconductor since BioC 3.11 (R-4.0) (3.5 years)
License GPL-2
Depends R (>= 4.0)
Imports survivalROC, glmnet, rms, mboost, Matrix, igraph, methods, survivalsvm, ggplot2, boot, e1071, survival, BiocFileCache
LinkingTo
Suggests SummarizedExperiment, testthat, Biobase, survminer, affycoretools, knitr, plotROC, limma, rmarkdown
SystemRequirements
Enhances
URL
BugReports https://github.com/whirlsyu/EnMCB/issues
Depends On Me
Imports Me
Suggests Me
Links To Me
Build Report  

Package Archives

Follow Installation instructions to use this package in your R session.

Source Package EnMCB_1.12.0.tar.gz
Windows Binary EnMCB_1.12.0.zip (64-bit only)
macOS Binary (x86_64) EnMCB_1.12.0.tgz
macOS Binary (arm64) EnMCB_1.12.0.tgz
Source Repository git clone https://git.bioconductor.org/packages/EnMCB
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/EnMCB
Bioc Package Browser https://code.bioconductor.org/browse/EnMCB/
Package Short Url https://bioconductor.org/packages/EnMCB/
Package Downloads Report Download Stats
Old Source Packages for BioC 3.17 Source Archive

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