softImpute specifications

Information


Unique identifier OMICS_30825
Name softImpute
Software type Package/Module
Interface Command line interface
Restrictions to use None
Operating system Unix/Linux, Mac OS, Windows
Programming languages R
License GNU General Public License version 2.0
Computer skills Advanced
Version 1.4
Stability Stable
Requirements
methods, Matrix, knitr
Source code URL https://cran.r-project.org/src/contrib/softImpute_1.4.tar.gz
Maintained Yes

Versioning


No version available

Documentation


Maintainers


  • person_outline Trevor Hastie
  • person_outline Rahul Mazumder

softImpute citation

library_books

Completing the Results of the 2013 Boston Marathon

2014
PLoS One
PMCID: 3984103
PMID: 24727904
DOI: 10.1371/journal.pone.0093800

[…] carded because they did not perform well in our initial exploratory studies. One method was the SOFT-IMPUTE algorithm of , which is implemented in an R package (http://cran.r-project.org/web/packages/softImpute/index.html), and which should in principle be superior to the older SVD approach of . However, it did not perform so well under our cross-validation comparisons. The other methods both had […]

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