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Open your black box classifier

Lisboa, PJG (2023) Open your black box classifier. Healthcare Technology Letters. ISSN 2053-3713

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A priority for machine learning in healthcare and other high stakes applications is to enable end-users to easily interpret individual predictions. This opinion piece outlines recent developments in interpretable classifiers and methods to open black box models.

Item Type: Article
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
R Medicine > R Medicine (General)
Divisions: Computer Science & Mathematics
Publisher: Institution of Engineering and Technology (IET)
SWORD Depositor: A Symplectic
Date Deposited: 19 Sep 2023 10:56
Last Modified: 19 Sep 2023 11:00
DOI or ID number: 10.1049/htl2.12050
URI: https://researchonline.ljmu.ac.uk/id/eprint/21506
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