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Effective treatment of imbalanced datasets in health care using modified SMOTE coupled with stacked deep learning algorithms
One of the prominent uses of Predictive Analytics is Health care for more accurate predictions based on proper analysis of cumulative datasets. Often times the datasets are quite imbalanced and sampling techniques like Synthetic Minority Oversampling Technique (SMOTE) give only moderate accuracy in...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Springer International Publishing
2022
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8811587/ https://www.ncbi.nlm.nih.gov/pubmed/35132368 http://dx.doi.org/10.1007/s13204-021-02063-4 |