Accuracy Improvement for Diabetes Disease Classification: A Case on a Public Medical Dataset

As a chronic disease, diabetes mellitus has emerged as a worldwide epidemic. Providing diagnostic aid for diabetes disease by using a set of data that contains only medical information obtained without advanced medical equipment, can help numbers of people who want to discover the disease or the ris...

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Bibliographic Details
Main Authors: Mehrbakhsh Nilashi, Othman Ibrahim, Mohammad Dalvi, Hossein Ahmadi, Leila Shahmoradi
Format: Article
Language:English
Published: Taylor & Francis Group 2017-09-01
Series:Fuzzy Information and Engineering
Subjects:
PCA
Online Access:http://www.sciencedirect.com/science/article/pii/S1616865817302315