Prediction Method for Ocean Wave Height Based on Stacking Ensemble Learning Model

Wave heights are important factors affecting the safety of maritime navigation. This study proposed a stacking ensemble learning method to improve the prediction accuracy of wave heights. We analyzed the correlation between wave heights and other oceanic hydrological features, according to eleven fe...

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Bibliographic Details
Main Authors: Yu Zhan, Huajun Zhang, Jianhao Li, Gen Li
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Journal of Marine Science and Engineering
Subjects:
Online Access:https://www.mdpi.com/2077-1312/10/8/1150