Estimating the Limits of Organism-Specific Training for Epitope Prediction
Jodie Ashford,
Anikó Ekárt,
Felipe Campelo
Abstract:The identification of linear B-cell epitopes is an important task in the development of vaccines, therapeutic antibodies and several diagnostic tests. Recently, organismspecific training has been shown to improve prediction performance for data-rich organisms. This article investigates the limits of organism-specific training for epitope prediction, by systematically quantifying the effect of the amount of training data on the performance of the models developed. The results obtained indicate that even models … Show more
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