word
model interpretability
MOD-ul in-ter-preh-tah-BIL-ih-tee
ˈmɒdəl ɪnˌtɜːrprɪtəˈbɪlɪtiListen
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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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