Articles with "shapely additive" as a keyword



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Distinguishing apathy and depression in older adults with mild cognitive impairment using text, audio, and video based on multiclass classification and shapely additive explanations

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Published in 2022 at "International Journal of Geriatric Psychiatry"

DOI: 10.1002/gps.5827

Abstract: This study aimed to develop a classification model to detect and distinguish apathy and depression based on text, audio, and video features and to make use of the shapely additive explanations (SHAP) toolkit to increase… read more here.

Keywords: audio video; classification; text audio; additive explanations ... See more keywords