Using Multilayer Perceptron Neural Network to Assess the Critical Factors of Traffic Accidents
Athapol Ruangkanjanases,
Ornlatcha Sivarak,
Zi-Jie Weng
et al.
Abstract:This study is based on the traffic accident data of Taoyuan City from the government's open data. The study compiled the data set of traffic accidents in Taiwan from 2012 to 2017, and six classifiers were applied to evaluate the effectiveness of traffic accident prediction with the number of injuries as the prediction target. In order to verify the classifier's stability, cross-validation was used to evaluate the model during the training process, and the multilayer perceptron neural network (MLPNN) classifier… Show more
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