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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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| Main Authors: | , , |
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| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
American Medical Informatics Association
1998
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC2232167/ https://ncbi.nlm.nih.gov/pubmed/9929274 |
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