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]
All associated links for this package
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
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
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
mistral  
Methods in Structural Reliability
Various reliability analysis methods for rare event inference (computing failure probability and qua ...
Download / Learn more Package Citations See dependency  
critpath  
Setting the Critical Path in Project Management
Solving the problem of project management using CPM (Critical Path Method), PERT (Program Evaluation ...
Download / Learn more Package Citations See dependency  
rdbnomics  
Download DBnomics Data
R access to hundreds of millions data series from DBnomics API (). ...
Download / Learn more Package Citations See dependency  
steepness  
Testing Steepness of Dominance Hierarchies
The steepness package computes steepness as a property of dominance hierarchies. Steepness is define ...
Download / Learn more Package Citations See dependency  
ftaproxim  
Fault Tree Analysis Based on Proxel Simulation
Calculation and plotting of instantaneous unavailabilities of basic events along with the top event ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns