# Solution 5th in PrivateLB and 8th in PublicLB

My Solution is pretty straighforward:
Create new features based on the EventTimeStamp column( Date, Day, Month….)
LGBM  with parameters (objective= 'rmse',metric= 'rmse', verbose=1, force_row_wise=True, num_iterations=8800)
The code for the solution:
[https://www.kaggle.com/code/pearsejim01/digital-turbine-6th-privatelb-8th-publiclb](https://www.kaggle.com/code/pearsejim01/digital-turbine-6th-privatelb-8th-publiclb)
The code for the Target encoding and data preprocessing done on the initial dataset to get the new dataset used for the solution:
[https://www.kaggle.com/code/pearsejim01/target-encoding](https://www.kaggle.com/code/pearsejim01/target-encoding)