Open your black box classifier

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

Preview

Text Open your black box classifier.pdf - Published Version Available under License Creative Commons Attribution Non-commercial. Download (257kB) | Preview

Abstract

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 and Mathematics
Publisher:	Institution of Engineering and Technology (IET)
Date of acceptance:	3 July 2023
Date of first compliant Open Access:	19 September 2023
Date Deposited:	19 Sep 2023 10:56
Last Modified:	19 Sep 2023 11:00
DOI or ID number:	10.1049/htl2.12050
URI:	https://ljmu-9.eprints-hosting.org/id/eprint/21506

View Item