Predicting the Death of Road Accidents in Bangladesh Using Artificial Neural Network

Abstract

Road accidents are now a common occurrence in our country. Road accidents are increasing by leaps and bounds in Bangladesh every day. Every day countless people are losing their lives in road accidents. The effect of a road accident is pitiful. This research paper has done to analyze the previous year's accidents records in Bangladesh deeply to predict the death of road accidents by using deep learning machine-learning approach. In this study, we have applied four models such as Artificial Neural Network, Decision Tree, K-Nearest Neighbor, Logistic Regression. This research would be helpful for the policymakers and stakeholders related to the road to take the future steps with the highest accuracy of 98% in Artificial Neural Network algorithm.