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To install this package, start R and enter:
## try http:// if https:// URLs are not supported
source("https://bioconductor.org/biocLite.R")
biocLite("maPredictDSC")
In most cases, you don't need to download the package archive at all.
maPredictDSC
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Phenotype prediction using microarray data: approach of the best overall team in the IMPROVER Diagnostic Signature Challenge
Bioconductor version: Release (3.5)
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 med.wayne.edu>
Maintainer: Adi Laurentiu Tarca <atarca at med.wayne.edu>
Citation (from within R,
enter citation("maPredictDSC")):
Installation
To install this package, start R and enter:
## try http:// if https:// URLs are not supported
source("https://bioconductor.org/biocLite.R")
biocLite("maPredictDSC")
Documentation
To view documentation for the version of this package installed in your system, start R and enter:
browseVignettes("maPredictDSC")
| R Script | maPredictDSC | |
| Reference Manual |
Details
| biocViews | Classification, Microarray, Software |
| Version | 1.14.0 |
| In Bioconductor since | BioC 2.13 (R-3.0) (4 years) |
| License | GPL-2 |
| Depends | R (>= 2.15.0), MASS, affy, limma, gcrma, ROC, class, e1071, caret, hgu133plus2.db, ROCR, AnnotationDbi, LungCancerACvsSCCGEO |
| Imports | |
| LinkingTo | |
| Suggests | parallel |
| SystemRequirements | |
| Enhances | |
| URL | http://bioinformaticsprb.med.wayne.edu/maPredictDSC |
| Depends On Me | |
| Imports Me | |
| Suggests Me | |
| Build Report |
Package Archives
Follow Installation instructions to use this package in your R session.
| Source Package | maPredictDSC_1.14.0.tar.gz |
| Windows Binary | maPredictDSC_1.14.0.zip |
| Mac OS X 10.11 (El Capitan) | maPredictDSC_1.14.0.tgz |
| Source Repository | git clone https://git.bioconductor.org/packages/maPredictDSC |
| Package Short Url | http://bioconductor.org/packages/maPredictDSC/ |
| Package Downloads Report | Download Stats |
Documentation »
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