基于深度学习的滑坡灾害易发性分析

王毅, 方志策, 牛瑞卿, 彭令

Landslide Susceptibility Analysis based on Deep Learning

WANG Yi, FANG Zhice, NIU Ruiqing, PENG Ling

表5 融合模型和LR模型的精度评价

Tab. 5 Performance of the proposed integrated models and LR

模型 ACC/% RMSE MAE 敏感度 特异度 1D-CNN-LR 75.00 0.5000 0.2500 0.7281 0.7719 2D-CNN-LR 78.51 0.4636 0.2149 0.7193 0.8509 3D-CNN-LR 73.25 0.5172 0.2675 0.7105 0.7544 LR 70.61 0.5421 0.2939 0.6930 0.7193