Hyperparameter tuning and pipeline optimization via grid search method and tree-based autoML in breast cancer prediction

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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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Bibliographic Details
Published in:	Journal of Personalized Medicine
Main Author:	Radzi S.F.M.; Karim M.K.A.; Saripan M.I.; Rahman M.A.A.; Isa I.N.C.; Ibahim M.J.
Format:	Article
Language:	English
Published:	MDPI 2021
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85116487206&doi=10.3390%2fjpm11100978&partnerID=40&md5=2128a1383f2029da26bb03cc12c198ab

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