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dc.contributor.authorLiew, Alan Wee-Chungen_US
dc.contributor.authorWu, Yonghuien_US
dc.contributor.authorYan, Hongen_US
dc.contributor.authorYang, Mengsuen_US
dc.date.accessioned2017-05-03T15:20:19Z
dc.date.available2017-05-03T15:20:19Z
dc.date.issued2005en_US
dc.date.modified2009-04-08T15:55:15Z
dc.identifier.issn17445485en_US
dc.identifier.doi10.1504/IJBRA.2005.007577en_AU
dc.identifier.urihttp://hdl.handle.net/10072/22081
dc.description.abstractThis study performs a quantitative evaluation of the different coding features in terms of their information content for the classification of coding and non-coding regions for three species. Our study indicated that coding features that are effective for yeast or C. elegans are generally not very effective for human, which has a short average exon length. By performing a correlation analysis, we identified a subset of human coding features with high discriminative power, but complementary in their information content. For this subset, a classification accuracy of up to 90% was obtained using a simple kNN classifier.en_US
dc.description.peerreviewedYesen_US
dc.description.publicationstatusYesen_AU
dc.languageEnglishen_US
dc.language.isoen_AU
dc.publisherInderscience Publishersen_US
dc.publisher.placeUnited Kingdomen_US
dc.publisher.urihttp://www.inderscience.com/ijbraen_AU
dc.relation.ispartofstudentpublicationNen_AU
dc.relation.ispartofpagefrom181en_US
dc.relation.ispartofpageto201en_US
dc.relation.ispartofissue2en_US
dc.relation.ispartofjournalInternational Journal of Bioinformatics Research and Applicationsen_US
dc.relation.ispartofvolume1en_US
dc.rights.retentionYen_AU
dc.subject.fieldofresearchcode270201en_US
dc.subject.fieldofresearchcode280207en_US
dc.titleEffective Statistical Features for Coding and Non-coding DNA Sequence Classification for Yeast, C. elegans and Humanen_US
dc.typeJournal articleen_US
dc.type.descriptionC1 - Peer Reviewed (HERDC)en_US
dc.type.codeC - Journal Articlesen_US
gro.rights.copyrightCopyright 2005 Inderscience Publishers. Please refer to the journal's website for access to the definitive, published version.en_AU
gro.date.issued2005
gro.hasfulltextNo Full Text


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