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Hyperbolic SOM-based clustering of DNA fragment features for taxonomic visualization and classification

Christian Martin,Naryttza N. Diaz,Jörg Ontrup,T. Nattkemper

2008 · DOI: 10.1093/bioinformatics/btn257
27 Citations

TLDR

The H (2)SOM classifier achieves high classification rates while at the same time its visualization allows further insights into the projected data and has the potential to support binning of short sequence reads, because DNA fragments can be grouped into phylogenetic groups.