mAPKL: A Hybrid Feature Selection method for gene expression data

We propose a hybrid FS method (mAP-KL), which combines multiple hypothesis testing and affinity propagation (AP)-clustering algorithm along with the Krzanowski & Lai cluster quality index, to select a small yet informative subset of genes.

AuthorArgiris Sakellariou
Date of publicationNone
MaintainerArgiris Sakellariou <argisake@gmail.com>
LicenseGPL (>= 2)
Version1.6.0

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Files in this package

mAPKL/DESCRIPTION
mAPKL/NAMESPACE
mAPKL/NEWS
mAPKL/R
mAPKL/R/AllClasses.R mAPKL/R/annotate.R mAPKL/R/classification.R mAPKL/R/loadFiles.R mAPKL/R/mAPKL.R mAPKL/R/metrics.R mAPKL/R/netwAttr.R mAPKL/R/preprocess.R mAPKL/R/probes2pathways.R mAPKL/R/report.R mAPKL/R/sampling.R
mAPKL/build
mAPKL/build/vignette.rds
mAPKL/inst
mAPKL/inst/doc
mAPKL/inst/doc/mAPKL.R
mAPKL/inst/doc/mAPKL.Rnw
mAPKL/inst/doc/mAPKL.pdf
mAPKL/inst/unitTests
mAPKL/inst/unitTests/test_annotate.R
mAPKL/inst/unitTests/test_metrics.R
mAPKL/inst/unitTests/test_sampling.R
mAPKL/mAPKL_1.6.0.tar.gz
mAPKL/man
mAPKL/man/Annot-class.Rd mAPKL/man/Classify-class.Rd mAPKL/man/DataLD-class.Rd mAPKL/man/NetAttr-class.Rd mAPKL/man/annotate.Rd mAPKL/man/classification.Rd
mAPKL/man/figures
mAPKL/man/figures/Thumbs.db
mAPKL/man/figures/density_train.jpeg
mAPKL/man/figures/network.jpg
mAPKL/man/figures/report.jpg
mAPKL/man/loadFiles.Rd mAPKL/man/mAPKL-package.Rd mAPKL/man/mAPKL.Rd mAPKL/man/mAPKLRes-class.Rd mAPKL/man/metrics.Rd mAPKL/man/netwAttr.Rd mAPKL/man/preprocess.Rd mAPKL/man/probes2pathways.Rd mAPKL/man/report.Rd mAPKL/man/sampling.Rd
mAPKL/tests
mAPKL/tests/runTests.R
mAPKL/vignettes
mAPKL/vignettes/Thumbs.db
mAPKL/vignettes/mAPKL.Rnw

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