Driving-Pattern-Classification

Project: Driving Pattern Classification with vehicle driving data

• Depending on the Driving Pattern, we could control the vehicle efficiently and adapt the classification result in various ways.

Dataset : https://www.kaggle.com/veeralakrishna/aggressive-driving-data

• Target : Driving Pattern(Class = [1:"Aggressive", 2:="Normal", 3:"Vague"])
• Index 162,632
• Data columns 21

Data Analysis :

• fillna
• one-hot encoding
• Data Normalization(MinMax Scaler)

Model : Multi-Classification(XGBoost)