Disease prediction via Bayesian hyperparameter optimization and ensemble learning

Abstract Objective Early disease screening and diagnosis are important for improving patient survival. Thus, identifying early predictive features of disease is necessary. This paper presents a comprehensive comparative analysis of different Machine Learning (ML) systems and reports the standard dev...

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Bibliographic Details
Main Authors: Liyuan Gao, Yongmei Ding
Format: Article
Language:English
Published: BMC 2020-04-01
Series:BMC Research Notes
Subjects:
Online Access:http://link.springer.com/article/10.1186/s13104-020-05050-0