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Prediction of backbone dihedral angles and protein secondary structure using support vector machines

✍ Scribed by Petros Kountouris; Jonathan D Hirst


Book ID
114998853
Publisher
BioMed Central
Year
2009
Tongue
English
Weight
457 KB
Volume
10
Category
Article
ISSN
1471-2105

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Support Vector Machines for Prediction o
✍ YU-DONG CAI; XIAO-JUN LIU; XUE-BIAO XU; KUO-CHEN CHOU πŸ“‚ Article πŸ“… 2003 πŸ› Elsevier Science 🌐 English βš– 126 KB

The support vector machines (SVMs) method was introduced for predicting the structural class of protein domains. The results obtained through the self-consistency test, jack-knife test, and independent dataset test have indicated that the current method and the elegant component-coupled algorithm de