HHsvm specifications


Unique identifier OMICS_24862
Name HHsvm
Alternative names HHsvm4, HHsvm3, HHsvm2, HHsvm1
Software type Application/Script
Interface Command line interface
Restrictions to use Academic or non-commercial use
Operating system Unix/Linux
Computer skills Advanced
Stability Stable
Maintained No


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Publication for HHsvm

HHsvm in publications

PMCID: 3474784
PMID: 23082132
DOI: 10.1371/journal.pone.0046846

[…] used clinical biomarker for ovarian cancer. additional markers were added into the models one-by-one based on the weights estimated using hh-svm ()., the weight was estimated for each marker using hhsvm to indicate its relevance in the classification. higher weight indicates more importance of the variable (biomarker) in the classification. abbreviations used:lysophosphatidic acid (lpa), […]

PMCID: 3436770
PMID: 22548963
DOI: 10.1186/1471-2105-13-69

[…] microarrays (pam) [], which is an embedded method, and recursive feature elimination (svm-rfe) [], an svm-based wrapper algorithm. moreover, we included scad-svms [] and elastic-net penalty svms (hhsvm) [] as more recently proposed embedded approaches that particularly take into account correlations in gene expression data. in this article we used sam+svm (significant gene svm), sam+nb […]

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HHsvm institution(s)
Department of Microbiology, Montana State University, Bozeman, MT, USA
HHsvm funding source(s)
Supported by grants P20-RR16455 (NIH) and IGERT DGE-0654336 (NSF).

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