Is traffic collision fatal or not?

Data set is from Toronto Police

It consists of 55 columns consisting 1 column "ACCLASS" which was the target feature

This is a jupyter notebook file for ML project to find if the traffic collision is fatal or not. This project was served as a intra-college competition on kaggle where we ranked runner up

The main task was to analyze the data carefully through EDA, try correct data preprocessing techniques, use ML models for classification and use hyperparameter tuning meethods