maPredictDSC: Phenotype prediction using microarray data: approach of the best overall team in the IMPROVER Diagnostic Signature Challenge

This package implements the classification pipeline of the best overall team (Team221) in the IMPROVER Diagnostic Signature Challenge. Additional functionality is added to compare 27 combinations of data preprocessing, feature selection and classifier types.

Getting started

Package details

AuthorAdi Laurentiu Tarca <atarca@med.wayne.edu>
Bioconductor views Classification Microarray
MaintainerAdi Laurentiu Tarca <atarca@med.wayne.edu>
LicenseGPL-2
Version1.28.0
URL http://bioinformaticsprb.med.wayne.edu/maPredictDSC
Package repositoryView on Bioconductor
Installation Install the latest version of this package by entering the following in R:
if (!requireNamespace("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("maPredictDSC")

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maPredictDSC documentation built on Nov. 8, 2020, 5:11 p.m.