Other packages > Find by keyword >

EpiSemble  

Ensemble Based Machine Learning Approach for Predicting Methylation States
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("EpiSemble", "0.1.1")



Attach the package and use:
library("EpiSemble")
Maintained by
Dipro Sinha
[Scholar Profile | Author Map]
First Published: 2022-08-22
Latest Update: 2023-06-04
Description:
DNA methylation (6mA) is a major epigenetic process by which alteration in gene expression took place without changing the DNA sequence. Predicting these sites in-vitro is laborious, time consuming as well as costly. This 'EpiSemble' package is an in-silico pipeline for predicting DNA sequences containing the 6mA sites. It uses an ensemble-based machine learning approach by combining Support Vector Machine (SVM), Random Forest (RF) and Gradient Boosting approach to predict the sequences with 6mA sites in it. This package has been developed by using the concept of Chen et al. (2019) .
How to cite:
Dipro Sinha (2022). EpiSemble: Ensemble Based Machine Learning Approach for Predicting Methylation States. R package version 0.1.1, https://cran.r-project.org/web/packages/EpiSemble. Accessed 08 May. 2025.
Previous versions and publish date:
0.1.0 (2022-08-22 17:00)
Other packages that cited EpiSemble R package
View EpiSemble citation profile
Other R packages that EpiSemble depends, imports, suggests or enhances
Complete documentation for EpiSemble
Functions, R codes and Examples using the EpiSemble R package
Some associated functions: ImpFeatures . epiPred . 
Some associated R codes: ImpFeatures.R . epiPred.R .  Full EpiSemble package functions and examples
Downloads during the last 30 days
04/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/0105/0205/0305/0405/0505/06Downloads for EpiSemble024681012141618202224TrendBars

Today's Hot Picks in Authors and Packages

MXM  
Feature Selection (Including Multiple Solutions) and Bayesian Networks
Many feature selection methods for a wide range of response variables, including minimal, statistica ...
Download / Learn more Package Citations See dependency  
trajr  
Animal Trajectory Analysis
A toolbox to assist with statistical analysis of animal trajectories. It provides simple access to a ...
Download / Learn more Package Citations See dependency  
gaussDiff  
Difference measures for multivariate Gaussian probability density functions
A collection difference measures for multivariate Gaussian probability density functions, such as t ...
Download / Learn more Package Citations See dependency  
MultiATSM  
Multicountry Term Structure of Interest Rates Models
Estimation routines for several classes of affine term structure of interest rates models. All the m ...
Download / Learn more Package Citations See dependency  
gms  
'GAMS' Modularization Support Package
A collection of tools to create, use and maintain modularized model code written in the modeling la ...
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  

24,205

R Packages

207,311

Dependencies

65,312

Author Associations

24,206

Publication Badges

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