Article
EnsembleGASVR: a novel ensemble method for classifying missense single nucleotide polymorphisms.
Bioinformatics (Oxford, England) - 15 Aug 2014
Rapakoulia Trisevgeni, Theofilatos Konstantinos, Kleftogiannis Dimitrios, Likothanasis Spiros, Tsakalidis Athanasios, Mavroudi Seferina
Abstract excerpt
MOTIVATION: Single nucleotide polymorphisms (SNPs) are considered the most frequently occurring DNA sequence variations. Several computational methods have been proposed for the classification of missense SNPs to neutral and disease associated. However, existing computational approaches fail to select relevant features by choosing them arbitrarily without sufficient documentation. Moreover, they are limited to...
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