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Why black box machine learning should be avoided for high-stakes decisions, in brief

Cynthia Rudin

2022Nature Reviews Methods Primers93 citationsDOI

Topics & Concepts

TroubleshootingBlack boxAccountabilityComputer scienceMachine learningArtificial intelligenceLawPolitical scienceOperating systemExplainable Artificial Intelligence (XAI)Machine Learning in HealthcareArtificial Intelligence in Healthcare and Education
Why black box machine learning should be avoided for high-stakes decisions, in brief | Litcius