A novel model for malaria prediction based on ensemble algorithms.

A novel model for malaria prediction based on ensemble algorithms.

BACKGROUND AND OBJECTIVE:Most previous studies adopted single traditional time series models to predict incidences of malaria. A single model cannot effectively capture all the properties of the data structure. However, a stacking architecture can solve this problem by combining distinct algorithms...

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Bibliographic Details
Main Authors: Mengyang Wang, Hui Wang, Jiao Wang, Hongwei Liu, Rui Lu, Tongqing Duan, Xiaowen Gong, Siyuan Feng, Yuanyuan Liu, Zhuang Cui, Changping Li, Jun Ma
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2019-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0226910

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https://doi.org/10.1371/journal.pone.0226910

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