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PKSIIIexplorer: TSVM approach for predicting Type III polyketide synthase proteins.

ABSTRACT: UNLABELLED: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.

SUBMITTER: Vijayan M

PROVIDER: S-EPMC3089887 | biostudies-other | 2011 Apr

REPOSITORIES: biostudies-other

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PKSIIIexplorer: TSVM approach for predicting Type III polyketide synthase proteins.

Vijayan Mallika M Chandrika Sivakumar Krishnankutty SK Vasudevan Soniya Eppurathu SE

Bioinformation 20110422 3

<h4>Unlabelled</h4>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".<h4>Abb ...[more]

PMID: 21584189

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