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Title: GitHub - johncolby/SVM-RFE: An R implementation of the (multiple) Support Vector Machine Recursive Feature Elimination (mSVM-RFE) feature ranking algorithm · GitHub

Open Graph Title: GitHub - johncolby/SVM-RFE: An R implementation of the (multiple) Support Vector Machine Recursive Feature Elimination (mSVM-RFE) feature ranking algorithm

X Title: GitHub - johncolby/SVM-RFE: An R implementation of the (multiple) Support Vector Machine Recursive Feature Elimination (mSVM-RFE) feature ranking algorithm

Description: An R implementation of the (multiple) Support Vector Machine Recursive Feature Elimination (mSVM-RFE) feature ranking algorithm - johncolby/SVM-RFE

Open Graph Description: An R implementation of the (multiple) Support Vector Machine Recursive Feature Elimination (mSVM-RFE) feature ranking algorithm - johncolby/SVM-RFE

X Description: An R implementation of the (multiple) Support Vector Machine Recursive Feature Elimination (mSVM-RFE) feature ranking algorithm - johncolby/SVM-RFE

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https://github.com/johncolby/SVM-RFE#multiple-support-vector-machine-recursive-feature-elimination-msvm-rfe
Rhttp://www.r-project.org
Duan et al., 2005http://www.ncbi.nlm.nih.gov/pubmed/16220686
http://www.uccor.edu.ar/paginas/seminarios/Software/SVM_RFE_R_implementation.pdfhttp://www.uccor.edu.ar/paginas/seminarios/Software/SVM_RFE_R_implementation.pdf
Ambroise et al., 2002http://www.ncbi.nlm.nih.gov/pubmed/11983868
SGEhttp://en.wikipedia.org/wiki/Oracle_Grid_Engine
https://github.com/johncolby/SVM-RFE#references
https://github.com/johncolby/SVM-RFE#svm-rfe
https://github.com/johncolby/SVM-RFE#multiple-svm-rfe
https://github.com/johncolby/SVM-RFE#install
http://www.r-project.orghttp://www.r-project.org
https://github.com/johncolby/SVM-RFE#basic-usage
demo.Rhttps://github.com/johncolby/SVM-RFE/blob/master/demo/demo.R
https://github.com/johncolby/SVM-RFE#input
ADHD200 samplehttp://fcon_1000.projects.nitrc.org/indi/adhd200/
https://github.com/johncolby/SVM-RFE#svmrfe
https://github.com/johncolby/SVM-RFE#estimating-generalization-error
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https://github.com/johncolby/SVM-RFE#perform-feature-ranking-on-all-training-sets
https://github.com/johncolby/SVM-RFE#obtain-top-features-across-all-folds
https://github.com/johncolby/SVM-RFE#estimate-generalization-error-using-a-varying-number-of-top-features
https://github.com/johncolby/SVM-RFE#plot-of-generalization-error-vs--of-features
https://user-images.githubusercontent.com/473295/88239232-a9f71a80-cc38-11ea-8898-d43864d1d0ff.png
https://github.com/johncolby/SVM-RFE#parallelization
multicorehttp://cran.r-project.org/web/packages/multicore/index.html
Rsgehttp://cran.r-project.org/web/packages/Rsge/index.html
https://github.com/johncolby/SVM-RFE#example-sge-implementation
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FSLhttp://www.fmrib.ox.ac.uk/fsl/
https://github.com/johncolby/SVM-RFE#usage
www.colbyimaging.com/wiki/statistics/msvm-rfehttp://www.colbyimaging.com/wiki/statistics/msvm-rfe
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