Open your black box classifier.

Journal: Healthcare technology letters
Published Date:

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.

Authors

  • Paulo Jorge Gomes Lisboa
    Data Science Research Centre, School of Computing and Mathematics Liverpool John Moores University Liverpool UK.

Keywords

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