Hyperparameter Tuning and Pipeline Optimization via Grid Search Method and Tree-Based AutoML in Breast Cancer Prediction

Automated machine learning (AutoML) has been recognized as a powerful tool to build a system that automates the design and optimizes the model selection machine learning (ML) pipelines. In this study, we present a tree-based pipeline optimization tool (TPOT) as a method for determining ML models wit...

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Detalles Bibliográficos
Autores principales: Radzi, Siti Fairuz Mat, Karim, Muhammad Khalis Abdul, Saripan, M Iqbal, Rahman, Mohd Amiruddin Abd, Isa, Iza Nurzawani Che, Ibahim, Mohammad Johari
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8540332/
https://www.ncbi.nlm.nih.gov/pubmed/34683118
http://dx.doi.org/10.3390/jpm11100978

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8540332/
https://www.ncbi.nlm.nih.gov/pubmed/34683118
http://dx.doi.org/10.3390/jpm11100978

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