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Improving machine learning performance by removing redundant cases in medical data sets.

Neural network models and other machine learning methods have successfully been applied to several medical classification problems. These models can be periodically refined and retrained as new cases become available. Since training neural networks by backpropagation is time consuming, it is desirab...

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Bibliographic Details
Main Authors: Ohno-Machado, L., Fraser, H. S., Ohrn, A.
Format: Artigo
Language:Inglês
Published: American Medical Informatics Association 1998
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC2232167/
https://ncbi.nlm.nih.gov/pubmed/9929274
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