DOI: 10.18129/B9.bioc.maPredictDSC    

This is the development version of maPredictDSC; for the stable release version, see maPredictDSC.

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

Bioconductor version: Development (3.9)

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.

Author: Adi Laurentiu Tarca <atarca at>

Maintainer: Adi Laurentiu Tarca <atarca at>

Citation (from within R, enter citation("maPredictDSC")):


To install this package, start R (version "3.6") and enter:

if (!requireNamespace("BiocManager", quietly = TRUE))
BiocManager::install("maPredictDSC", version = "3.9")

For older versions of R, please refer to the appropriate Bioconductor release.


To view documentation for the version of this package installed in your system, start R and enter:



PDF R Script maPredictDSC
PDF   Reference Manual


biocViews Classification, Microarray, Software
Version 1.21.0
In Bioconductor since BioC 2.13 (R-3.0) (5.5 years)
License GPL-2
Depends R (>= 2.15.0), MASS, affy, limma, gcrma, ROC, class, e1071, caret, hgu133plus2.db, ROCR, AnnotationDbi, LungCancerACvsSCCGEO
Suggests parallel
Depends On Me
Imports Me
Suggests Me
Links To Me
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Source Package maPredictDSC_1.21.0.tar.gz
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