Towards transparent machine learning models using feature sensitivity algorithm

Despite advances in health care, diabetic ketoacidosis (DKA) remains a potentially serious risk for diabetes. Directing diabetes patients to the appropriate unit of care is very critical for both lives and healthcare resources. Missing data occurs in almost all machine learning models, especially in...

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Bibliographic Details
Main Authors: Ali A. Abaker, Fakhreldeen A. Saeed
Format: Article
Language:English
Published: Universitas Ahmad Dahlan 2020-01-01
Series:Jurnal Informatika
Online Access:http://journal.uad.ac.id/index.php/JIFO/article/view/16983