Interpretable EOG-based gaze classification using tree-based models: A SHAP and LIME analysis.

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Bibliographic Details
Title: Interpretable EOG-based gaze classification using tree-based models: A SHAP and LIME analysis.
Authors: Ay Gul AN; Department of Mechatronics Engineering, Sakarya University of Applied Sciences, Sakarya, Turkey.; Biomedical Technologies Application and Research Center (BIYOTAM), Sakarya University of Applied Sciences, Sakarya, Turkey.
Source: PloS one [PLoS One] 2026 Oct 29; Vol. 21 (10), pp. e0361971. Date of Electronic Publication: 2026 Oct 29 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE
Database: MEDLINE Ultimate
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ISSN:1932-6203
DOI:10.1371/journal.pone.0361971