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10.1093/bioinformatics/btw203

http://scihub22266oqcxt.onion/10.1093/bioinformatics/btw203
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C4937197!4937197!27153639
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suck abstract from ncbi

pmid27153639      Bioinformatics 2016 ; 32 (14): 2205-7
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  • gkmSVM: an R package for gapped-kmer SVM #MMPMID27153639
  • Ghandi M; Mohammad-Noori M; Ghareghani N; Lee D; Garraway L; Beer MA
  • Bioinformatics 2016[Jul]; 32 (14): 2205-7 PMID27153639show ga
  • Summary: We present a new R package for training gapped-kmer SVM classifiers for DNA and protein sequences. We describe an improved algorithm for kernel matrix calculation that speeds run time by about 2 to 5-fold over our original gkmSVM algorithm. This package supports several sequence kernels, including: gkmSVM, kmer-SVM, mismatch kernel and wildcard kernel.Availability and Implementation: gkmSVM package is freely available through the Comprehensive R Archive Network (CRAN), for Linux, Mac OS and Windows platforms. The C?++?implementation is available at www.beerlab.org/gkmsvmContact:mghandi@gmail.com or mbeer@jhu.eduSupplementary information:Supplementary data are available at Bioinformatics online.
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