基于双尺度长短期记忆网络的交通事故量预测模型

李文书,邹涛涛,王洪雁,黄海

Traffic accident quantity prediction model based on dual-scale long short-term memory network

Wen-shu LI,Tao-tao ZOU,Hong-yan WANG,Hai HUANG

表 1 DS-LSTM模型在不同epochs下的准确度

Tab.1 Accuracy of DS-LSTM model under different epochs

epochs ACC/% 利兹数据集 UK数据集 400 74.8891 84.8406 500 79.3250 85.2503 600 79.9246 85.9217 700 81.5287 88.1876 800 82.0915 88.0292 900 83.2079 88.0172 1000 82.2952 85.4329