A Kernel for Protein Secondary Structure Prediction

Part of book or chapter of book English OPEN
Guermeur , Yann; Lifchitz , Alain; Vert , Régis;
(2004)
  • Publisher: The MIT Press, Cambridge, Massachussetts
  • Subject: Protein Secondary Structure | [ SDV.OT ] Life Sciences [q-bio]/Other [q-bio.OT] | [ INFO.INFO-LG ] Computer Science [cs]/Machine Learning [cs.LG] | Bioinformatics | Kernel Methods | Optimal Segmentation | [ SDV.BBM.BC ] Life Sciences [q-bio]/Biochemistry, Molecular Biology/Biomolecules [q-bio.BM] | [SDV.BBM.BC]Life Sciences [q-bio]/Biochemistry, Molecular Biology/Biomolecules [q-bio.BM] | Multiclass SVM | [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG] | [SDV.OT]Life Sciences [q-bio]/Other [q-bio.OT]

http://mitpress.mit.edu/catalog/item/default.asp?ttype=2&tid=10338&mode=toc; International audience; Multi-class support vector machines have already proved efficient in protein secondary structure prediction as ensemble methods, to combine the outputs of sets of classi... View more
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