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model interpretability

MOD-ul in-ter-preh-tah-BIL-ih-tee

ˈmɒdəl ɪnˌtɜːrprɪtəˈbɪlɪti

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Syllable breakdown

modelinterpretability

Dictionary meaning

the degree to which a human can understand the cause of a decision made by a machine learning model; techniques include SHAP values, LIME, attention visualization, and feature importance scores; critical for deploying AI in high-stakes domains including medicine, law, and finance

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