Employing feature engineering strategies to improve the performance of machine learning algorithms on echocardiogram dataset

OBJECTIVES: This study mainly uses machine learning (ML) to make predictions by inputting features during training and inference. The method of feature selection is an important factor affecting the accuracy of ML models, and the process includes data extraction, which is the collection of all data...

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Detalles Bibliográficos
Autores principales: Huang, Huang-Nan, Chen, Hong-Ming, Lin, Wei-Wen, Huang, Chau-Jian, Chen, Yung-Cheng, Wang, Yu-Huei, Yang, Chao-Tung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2023
Materias:
Original Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10617266/
https://www.ncbi.nlm.nih.gov/pubmed/37915794
http://dx.doi.org/10.1177/20552076231207589

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10617266/
https://www.ncbi.nlm.nih.gov/pubmed/37915794
http://dx.doi.org/10.1177/20552076231207589

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