Coupled encoding methods for antimicrobial peptide prediction: How sensitive is a highly accurate model?

Current application of machine learning in the process of antimicrobial peptide discovery call for the reduction of the false positive predictions that are produced by the classification models. Considering that the positive predictions of high confidence drive modern experimental design, the model’...

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Bibliographic Details
Main Authors: Ivan Erjavac, Daniela Kalafatovic, Goran Mauša
Format: Article
Language:English
Published: Elsevier 2022-12-01
Series:Artificial Intelligence in the Life Sciences
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2667318522000058