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An Overview and Evaluation of Recent Machine Learning Imputation Methods Using Cardiac Imaging Data
Many clinical research datasets have a large percentage of missing values that directly impacts their usefulness in yielding high accuracy classifiers when used for training in supervised machine learning. While missing value imputation methods have been shown to work well with smaller percentages o...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
2017
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5325161/ https://www.ncbi.nlm.nih.gov/pubmed/28243594 http://dx.doi.org/10.3390/data2010008 |