diff --git a/README.md b/README.md index c7f7dc4..b1fbd9f 100644 --- a/README.md +++ b/README.md @@ -1,11 +1,13 @@ [![Travis build status](https://travis-ci.org/enriquea/feseR.svg?branch=master)](https://travis-ci.org/enriquea/feseR) + # feseR: Feature Selection in R + ## Introduction -We provide here a R package which combine multiple Feature Selection (FS) methods in a workflow for analizing high-dimentional omics data. The different feature selection steps can be classificated in: i) Univariate (Correlation filter and Gain Information), ii) Multivariate (Principal Component Analysis and Matrix Correlation based) and iii) Recursive Feature Elimination (wrapped up with a Machine Learning algorithm, i.e. Random Forest). The goal is to essemble the different steps in a efficient workflow to perform feature selection task in the contex of classification and regression problems. +We provide here a R package which combine multiple Feature Selection (FS) methods in a workflow for analizing high-dimentional omics data. The different feature selection steps can be classificated in: i) Univariate (Correlation filter and Gain Information), ii) Multivariate (Principal Component Analysis and Matrix Correlation based) and iii) Recursive Feature Elimination (wrapped up with a Machine Learning algorithm, e.g. Random Forest). The goal is to essemble the different steps in an efficient workflow to perform feature selection in the contex of classification and regression problems. ## How to install @@ -16,7 +18,7 @@ The first step is to install `devtools`: Then, we can install the package using: - install_github("drychkov/feseR") + install_github("enriquea/feseR") library(feseR) @@ -32,3 +34,11 @@ Enrique Audain, Yassel Ramos, Henning Hermjakob, Darren R. Flower, Yasset Perez- If you find useful this tool in your work, you could want citing us: Perez-Riverol Y, Kuhn M, VizcaĆ­no JA, Hitz M-P, Audain E (2017) Accurate and fast feature selection workflow for high-dimensional omics data. PLoS ONE 12(12): e0189875. https://doi.org/10.1371/journal.pone.0189875 + +## Mainteiner + +Enrique Audain + +Dmitry Rychkov + +Yasset Perez-Riverol