Impact of Outliers and Dimensionality Reduction on the Performance of Predictive Models for Medical Disease Diagnosis-Reference-Cited by-同舟云学术

Impact of Outliers and Dimensionality Reduction on the Performance of Predictive Models for Medical Disease Diagnosis

Published:2022-08 Issue: Volume: Page:
ISSN:
Container-title:2022 International Conference on Artificial Intelligence in Everything (AIE)
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Author:

Uzun Ozsahin Dilber¹,Taiwo Mustapha Mubarak²,Saleh Mubarak Auwalu³,Said Ameen Zubaida³,Uzun Berna⁴

Affiliation:

1. University of Sharjah,College of Health Science,Department of Medical Diagnostic Imaging,Sharjah,United Arab Emirates

2. Near East University,Operation Research Centre in Healthcare,Nicosia,North Cyprus

3. Near East University,Research Center for AI and IoT, AI and Robotics Institute,Department of Artificial Intelligence,Turkey

4. Carlos III University of Madrid Getafe,Department of Statistics,Madrid,Spain

Publisher

IEEE

Link

Reference37 articles.

1. Pima Indians Diabetes Database,2022

2. Personal Key Indicators of Heart Disease,2022

3. UCI Machine Learning Repository: Breast Cancer Wisconsin (Diagnostic) Data Set,2022

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