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Dubai
Taxi Demand Forecasting Predictive Analytics
Project Highlights
- Identify the demand of taxis at specific location and at specific point in time.
- 50 – 70% of non-revenue trips.
- Identify the weather condition & events data for understanding taxi demands.
- Understand current availability of taxi at the location of demand.
Our Solution
- Web based solution to search and identify demand of taxi’s at the desired location.
- Upto 80% of accuracy of taxi demand forecasting at the location of demand.
- Highly efficient algorithms like XGBoost, Random-Forrest classifier and Layered ANN used for generating prediction model.