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Evaluation of Semi-supervised Learning for Classification of Protein Crystallization Imagery

In this paper, we investigate the performance of two wrapper methods for semi-supervised learning algorithms for classification of protein crystallization images with limited labeled images. Firstly, we evaluate the performance of semi-supervised approach using self-training with naïve Bayesian (NB)...

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Bibliografiske detaljer
Udgivet i:Proc IEEE Southeastcon
Main Authors: Sigdel, Madhav, Dinç, İmren, Dinç, Semih, Sigdel, Madhu S., Pusey, Marc L., Aygün, Ramazan S.
Format: Artigo
Sprog:Inglês
Udgivet: 2014
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4409002/
https://ncbi.nlm.nih.gov/pubmed/25914518
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