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成果归属企业: 深圳大学

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成果介绍

本发明公开了一种基于随机森林模型的滑坡预测方法及装置，该方法包括采集多类滑坡训练数据，并分别构建针对每类滑坡训练数据的滑坡预警分类视角；使用随机森林模型构建针对所有滑坡预警分类视角的多视角权重随机森林模型；采集多类滑坡测试数据，并分别构建针对每类滑坡测试数据的滑坡观测视角；使用该多视角权重随机森林模型分别对每个滑坡观测视角进行模型评估，得到模型评估结果，并融合该模型评估结果，得到滑坡预警分类结果。可见，实施本发明能够通过多视角权重随机森林模型分析滑坡变动情况，不仅能够提高滑坡运动状态的预测效率和预测精准度，还能够为后期进行滑坡稳定性分析与评价，预测预警滑坡及后期防治工作提供定量化的评价依据。

成果应用案例介绍

计算控制>预测方法>预测方法

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