Exploration of Black Boxes of Supervised Machine Learning Models: A Demonstration on Development of Predictive Heart Risk Score

Machine learning (ML) often provides applicable high-performance models to facilitate decision-makers in various fields. However, this high performance is achieved at the expense of the interpretability of these models, which has been criticized by practitioners and has become a significant hindranc...

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Detalles Bibliográficos
Autores principales: Sajid, Mirza Rizwan, Khan, Arshad Ali, Albar, Haitham M., Muhammad, Noryanti, Sami, Waqas, Bukhari, Syed Ahmad Chan, Wajahat, Iram
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9119773/
https://www.ncbi.nlm.nih.gov/pubmed/35602638
http://dx.doi.org/10.1155/2022/5475313

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9119773/
https://www.ncbi.nlm.nih.gov/pubmed/35602638
http://dx.doi.org/10.1155/2022/5475313

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