The project goal was to accurately predict the amount of printing volume per printer per day.
- Learning to find the correct time series model to accurately predict the printing volume.
- Dealing with large quantities of data.
Achievements (according to KPIs)
- Improved the naïve model by 6%.
- The improvement is by comparing average absolute error printed volume divided by the mean printed volume.
- The naïve model had a 53% error ratio.
- My model had a 47% error ratio.