Package: s4vd 1.1-1

s4vd: Biclustering via Sparse Singular Value Decomposition Incorporating Stability Selection

The main function s4vd() performs a biclustering via sparse singular value decomposition with a nested stability selection. The results is an biclust object and thus all methods of the biclust package can be applied.

Authors:Martin Sill, Sebastian Kaiser

s4vd_1.1-1.tar.gz
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s4vd_1.1-1.tgz(r-4.4-any)s4vd_1.1-1.tgz(r-4.3-any)
s4vd_1.1-1.tar.gz(r-4.5-noble)s4vd_1.1-1.tar.gz(r-4.4-noble)
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s4vd.pdf |s4vd.html
s4vd/json (API)

# Install 's4vd' in R:
install.packages('s4vd', repos = c('https://mwsill.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/mwsill/s4vd/issues

Datasets:

On CRAN:

7 exports 4 stars 1.71 score 45 dependencies 2 dependents 1 mentions 17 scripts 331 downloads

Last updated 5 years agofrom:752df71fe6. Checks:OK: 1 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 06 2024
R-4.5-winNOTESep 06 2024
R-4.5-linuxNOTESep 06 2024
R-4.4-winNOTESep 06 2024
R-4.4-macNOTESep 06 2024
R-4.3-winNOTESep 06 2024
R-4.3-macNOTESep 06 2024

Exports:BCheatmapBCs4vdBCssvdjaccardmats4vdssvdstabpath

Dependencies:additivityTestsbiclustclassclicodetoolscolorspacecpp11dplyrfansifarverflexclustforeachgenericsggplot2gluegtableirlbaisobanditeratorslabelinglatticelifecyclemagrittrMASSMatrixmgcvmodeltoolsmunsellnlmepillarpkgconfigpurrrR6RColorBrewerrlangscalesstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithr

s4vd notes

Rendered froms4vdp4.Rnwusingutils::Sweaveon Sep 06 2024.

Last update: 2015-06-12
Started: 2015-06-12

Readme and manuals

Help Manual

Help pageTopics
Overlap Heatmap for the visualization of overlapping biclustersBCheatmap OverlapHeat
Robust biclustering by sparse singular value decomposition incorporating stability selectionBCs4vd BCs4vd-class s4vd \S4method{biclust}{matrix,BCs4vd}
Biclustering via sparse singular value decompositionBCssvd BCssvd-class ssvd \S4method{biclust}{matrix,BCssvd}
jaccard matrixjaccardmat
lunglung cancer microarray data set200 lung200
Stability paths plotstabilitypath stabpath