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《海洋预报》| 基于XGBoost和SHAP的海滩波浪爬高预测研究
基于XGBoost和SHAP的海滩波浪爬高预测研究 摘要:海滩波浪爬高预测是海岸侵蚀防护和防灾减灾的关键技术支撑。针对现有经验公式在精确度、泛化性等方面的不足,将极限梯度提升模型XGBoost引入到波浪爬高预测中,利用1 400多个来自实验室和现场观测的海滩波浪 ...
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