Effective Techniques for Handling Missing Values in Thyroid Disease Diagnosis: A Comparative Analysis

Handling missing values presents a critical challenge in thyroid disease prediction, significantly impacting diagnostic accuracy. This study evaluates the effectiveness of cold-deck, mean, and K-nearest neighbor (KNN) imputation techniques for predicting thyroid disease using a dataset of 9172 obser...

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Bibliographic Details
Main Authors: Dhekre Saber Saleh, Mohd Shahizan Othman, Wshyar Omar Khudhur, Eman Attallah Aljabarti
Format: Article
Language:English
Published: Wiley 2025-01-01
Series:Applied Computational Intelligence and Soft Computing
Online Access:http://dx.doi.org/10.1155/acis/2766701
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