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PKSIIIexplorer: TSVM approach for predicting Type III polyketide synthase proteins

PKSIIIexplorer, a web server based on ‘transductive Support Vector Machine’ allows fast and reliable prediction of Type III polyketide synthase proteins. It provides a simple unique platform to identify the probability of a particular sequence, being a type III polyketide synthases or not with moder...

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Detalles Bibliográficos
Autores principales: Vijayan, Mallika, Chandrika, Sivakumar Krishnankutty, Vasudevan, Soniya Eppurathu
Formato: Texto
Lenguaje:English
Publicado: Biomedical Informatics 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3089887/
https://www.ncbi.nlm.nih.gov/pubmed/21584189
Descripción
Sumario:PKSIIIexplorer, a web server based on ‘transductive Support Vector Machine’ allows fast and reliable prediction of Type III polyketide synthase proteins. It provides a simple unique platform to identify the probability of a particular sequence, being a type III polyketide synthases or not with moderately high accuracy. We hope that our method could serve as a useful program for the type III polyketide researchers. The tool is available at “http://type3pks.in/tsvm/pks3”. ABBREVIATIONS: PKS - Polyketide synthase, CHS - Chalcone synthase, SVM - Support vector machine, MCC - Matthews Correlation Coefficient.