This is a multi-class classification of road severity. Classes are 'Fatal','Severe','Slight'

Dataset is obtained from https://www.narcis.nl/dataset/RecordID/oai%3Aeasy.dans.knaw.nl%3Aeasy-dataset%3A191591

Cleaned up the data > imputed the missing values using the mode > Did some data analysis based on plots from data > Encoded the data > computed correlation of the features > Used SMOTE to oversample the minority classes > Modelled using Xtree, XGBoost, RandomForest classifiers > Performed hyperparameter tuning to develop the model