EFC-FCBF – Framework for Feature Construction and Selection for Improved Recognition of Antimicrobial Peptides

EFC-FCBF

:: DESCRIPTION

EPC (Evolutionary Feature Construction) is a method for prediction of Antimicrobial Peptides by proposing more complex sequence-based features that are able to capture information about local and distal patterns within a peptide.

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::DEVELOPER

Computational Biology lab, George Mason University

:: SCREENSHOTS

N/A

:: REQUIREMENTS

  • Windows/Linux/MacOsX
  • Java
  • BioJava

:: DOWNLOAD

 EFC

:: MORE INFORMATION

Citation

Veltri D, Kamath U, Shehu A.
Improving Recognition of Antimicrobial Peptides and Target Selectivity through Machine Learning and Genetic Programming.
IEEE/ACM Trans Comput Biol Bioinform. 2017 Mar-Apr;14(2):300-313. doi: 10.1109/TCBB.2015.2462364. PMID: 28368808.