Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Sowjanya, A. Mary, Mrudula, Owk
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2022
Materias:
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