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...

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Veröffentlicht in:Applied nanoscience 2023, Vol.13 (3), p.1829-1840
Hauptverfasser: Sowjanya, A. Mary, Mrudula, Owk
Format: Artikel
Sprache:eng
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