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A Self-Care Prediction Model for Children with Disability Based on Genetic Algorithm and Extreme Gradient Boosting

Detecting self-care problems is one of important and challenging issues for occupational therapists, since it requires a complex and time-consuming process. Machine learning algorithms have been recently applied to overcome this issue. In this study, we propose a self-care prediction model called GA...

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Principais autores: Muhammad Syafrudin, Ganjar Alfian, Norma Latif Fitriyani, Muhammad Anshari, Tony Hadibarata, Agung Fatwanto, Jongtae Rhee
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2020-09-01
coleção:Mathematics
Assuntos:
ICF-CY
pattern classification
predictive models
algorithm design and analysis
feature selection
genetic algorithms
Acesso em linha:https://www.mdpi.com/2227-7390/8/9/1590
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