EnMCB
This is the development version of EnMCB; for the stable release version, see EnMCB.
All Bioconductor versions of EnMCB
3.24 (devel), 3.23 (release), 3.22, 3.21, 3.20, 3.19, 3.18, 3.17, 3.16, 3.15, 3.14, 3.13, 3.12, 3.11
Predicting Disease Progression Based on Methylation Correlated Blocks using Ensemble Models
Bioconductor version: 3.24 · Package version: 1.25.0
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"):
Xin Yu. EnMCB: Predicting Disease Progression Based on Methylation Correlated Blocks using Ensemble Models. doi:10.18129/B9.bioc.EnMCB, R package version 1.25.0, https://bioconductor.org/packages/EnMCB.
Generated from the package metadata; it may differ from the package's own citation.
Installation
To install this package, start R (version "4.6") and enter:
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
## The following initializes the development version of Bioconductor
BiocManager::install(version = "devel")
BiocManager::install("EnMCB")For older versions of R, please refer to the appropriate Bioconductor release.
Details
| Version | 1.25.0 |
| License | GPL-2 |
| Bug Reports | https://github.com/whirlsyu/EnMCB/issues |
| Last updated | 2026-07-11 |
| In Bioconductor since | BioC 3.11 (R-4.0) (6 years) |
| Downloads rank | 1214 of 2,456 |
| Source branch | devel |
| Build report | Bioconductor build system, r-universe |
| biocViews | DNAMethylation, MethylationArray, Normalization, Software, SupportVectorMachine |
| Package Short Url | https://bioconductor.org/packages/EnMCB/ |
Documentation
To view documentation for the version of this package installed in your system, start R and enter:
browseVignettes("EnMCB")| EnMCB | HTML | R Script |
| Reference Manual | ||
| NEWS | Text |
Download
Follow the installation instructions to use this package in your R session.
| Source package | EnMCB_1.25.0.tar.gz |
| Windows binary (x86_64) | EnMCB_1.25.0.zip |
| macOS binary (arm64) | EnMCB_1.25.0.tgz |
| macOS binary (x86_64) | EnMCB_1.25.0.tgz |
| Source Repository | git clone https://git.bioconductor.org/packages/EnMCB |
| Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/EnMCB |
| Package Downloads Report | Download Stats |
Dependencies
Depends: R (>= 4.0)
Imports: survivalROC, glmnet, rms, mboost, Matrix, igraph, methods, survivalsvm, ggplot2, boot, e1071, survival, BiocFileCache
Suggests: SummarizedExperiment, testthat, Biobase, survminer, affycoretools, knitr, plotROC, limma, rmarkdown