Machine Learning Solution Predicting Road Accident Severity

This article was published as a part of the Data Science Blogathon. This is a multiclass classification project to classify the severity of road accidents into three categories. This project is based on real-world data, and the dataset is also highly imbalanced. There are three types of injuries in a target variable: minor, severe, and fatal. Road accidents are the major cause of unnatural deaths around the world.