Comparison of Statistical Methods to Classify Environmental Genomic Fragments

"Binning" (or taxonomic classification) of DNA sequence reads is an initial step to analyzing an environmental biological sample. Currently, a homology-based tool, BLAST, is one of the most commonly used tools to label DNA reads, but it is argued that BLAST will quickly lose its classifica...

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Veröffentlicht in:	IEEE transactions on nanobioscience 2010-12, Vol.9 (4), p.310-316
Hauptverfasser:	Rosen, G L, Essinger, S D
Format:	Magazinearticle
Sprache:	eng
Schlagworte:	Accuracy Bayes Theorem Bayesian classification Bioinformatics Databases, Genetic DNA Genome Genomics language models metagenomics Metagenomics - methods Models, Statistical Peptide Fragments - classification Sequence Analysis, DNA - methods Statistical learning Taxonomy Training Training data
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