Road Dataset - Time Series Prediction - Assignment 1

Assignment by - Priya Aggarwal Roll no - 101903452 Group - 4COE17

Objective

We are predicting the parameters Para-9, Para-10, Para-11, Para-12, and Para-13 for year 10 from a 10-year dataset from an IoT sensor on the road.

Model Used

Preprocessed the data and transfigured the data into Testing and Training Dataset. We have used Light Gradient Boosting Machine for solving this problem.

Results

The RMSE value of the model is 68.7627.