Improving the classification accuracy using hybrid techniques

Improving the classification accuracy using hybrid techniques

Purpose – Heart diseases have become one of the most causes of death among Egyptians. With 500 deaths per 100,000 occurring annually in Egypt, it has been noticed that medical data faces a high-dimensional problem that leads to a decrease in the classification accuracy of heart data. So the purpose...

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Bibliographic Details
Main Authors: Mamdouh Abdel Alim Saad Mowafy, Walaa Mohamed Elaraby Mohamed Shallan
Format: Article
Language:English
Published: Emerald Publishing 2021-07-01
Series:Review of Economics and Political Science
Subjects:
principal component analysis
heart disease
fuzzy c-means
multilayer perceptron
multiple correspondence analysis
radial basis function networks
Online Access:https://www.emerald.com/insight/content/doi/10.1108/REPS-10-2020-0161/full/pdf?title=improving-the-classification-accuracy-using-hybrid-techniques

Internet

https://www.emerald.com/insight/content/doi/10.1108/REPS-10-2020-0161/full/pdf?title=improving-the-classification-accuracy-using-hybrid-techniques

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