Development of a Data-Based Machine Learning Model for Classifying and Predicting Property Damage Caused by Fire
Jongho Lee,
Jiuk Shin,
Jaewook Lee
et al.
Abstract:Large fires in factories cause severe human casualties and property damage. Thus, preparing more economical and efficient management strategies for fire prevention can significantly improve fire safety. This study deals with property damage grade prediction by fire based on simplified building information. This paper’s primary objective is to propose and verify a framework for predicting the scale of property damage caused by fire using machine learning (ML). Korean public datasets are collected and preprocess… Show more
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