<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "VGIchan: prediction and classification of voltage-gated ion channels."^^ . "This study describes methods for predicting and classifying voltage-gated ion channels. Firstly, a standard support vector machine (SVM) method was developed for predicting ion channels by using amino acid composition and dipeptide composition, with an accuracy of 82.89% and 85.56%, respectively. The accuracy of this SVM method was improved from 85.56% to 89.11% when combined with PSI-BLAST similarity search. Then we developed an SVM method for classifying ion channels (potassium, sodium, calcium, and chloride) by using dipeptide composition and achieved an overall accuracy of 96.89%. We further achieved a classification accuracy of 97.78% by using a hybrid method that combines dipeptide-based SVM and hidden Markov model methods. A web server VGIchan has been developed for predicting and classifying voltage-gated ion channels using the above approaches."^^ . "2006-11" . . "4" . "4" . . "Beijing Genomics Institute"^^ . . . "Genomics, proteomics & bioinformatics "^^ . . . "16720229" . . . . . . . . . . . . . . . . "G.P.S."^^ . "Raghava"^^ . "G.P.S. Raghava"^^ . . "Jyoti"^^ . "Zack"^^ . "Jyoti Zack"^^ . . "Balvinder"^^ . "Singh"^^ . "Balvinder Singh"^^ . . "Sudipto"^^ . "Saha"^^ . "Sudipto Saha"^^ . . . . . . "VGIchan: prediction and classification of voltage-gated ion channels. (PDF)"^^ . . . . . "VGIchan: prediction and classification of voltage-gated ion channels. (Image (PNG))"^^ . . . . . . "lightbox.jpg"^^ . . . "VGIchan: prediction and classification of voltage-gated ion channels. (Image (PNG))"^^ . . . . . . "preview.jpg"^^ . . . "VGIchan: prediction and classification of voltage-gated ion channels. (Image (PNG))"^^ . . . . . . "medium.jpg"^^ . . . "VGIchan: prediction and classification of voltage-gated ion channels. (Image (PNG))"^^ . . . . . . "small.jpg"^^ . . . "VGIchan: prediction and classification of voltage-gated ion channels. (Indexer Terms)"^^ . . . . . "HTML Summary of #636 \n\nVGIchan: prediction and classification of voltage-gated ion channels.\n\n" . "text/html" . . . "QH426 Genetics"@en . .