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Shapley variable importance cloud for interpretable machine learning.
Ning, Yilin; Ong, Marcus Eng Hock; Chakraborty, Bibhas; Goldstein, Benjamin Alan; Ting, Daniel Shu Wei; Vaughan, Roger; Liu, Nan.
Affiliation
  • Ning Y; Centre for Quantitative Medicine, Duke-NUS Medical School, 8 College Road, Singapore 169857, Singapore.
  • Ong MEH; Programme in Health Services and Systems Research, Duke-NUS Medical School, 8 College Road, Singapore 169857, Singapore.
  • Chakraborty B; Health Services Research Centre, Singapore Health Services, 20 College Road, Singapore 169856, Singapore.
  • Goldstein BA; Department of Emergency Medicine, Singapore General Hospital, 1 Hospital Crescent Outram Road, Singapore 169608, Singapore.
  • Ting DSW; Centre for Quantitative Medicine, Duke-NUS Medical School, 8 College Road, Singapore 169857, Singapore.
  • Vaughan R; Programme in Health Services and Systems Research, Duke-NUS Medical School, 8 College Road, Singapore 169857, Singapore.
  • Liu N; Department of Statistics and Data Science, National University of Singapore, 6 Science Drive 2, Singapore 117546, Singapore.
Patterns (N Y) ; 3(4): 100452, 2022 Apr 08.
Article in En | MEDLINE | ID: mdl-35465224
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Full text: 1 Collection: 01-internacional Database: MEDLINE Type of study: Prognostic_studies Language: En Journal: Patterns (N Y) Year: 2022 Document type: Article Affiliation country: Country of publication:
Fulltext
Add to My VHL
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Full text: 1 Collection: 01-internacional Database: MEDLINE Type of study: Prognostic_studies Language: En Journal: Patterns (N Y) Year: 2022 Document type: Article Affiliation country: Country of publication: