Tip-to-Fare Ratio as Quality Evaluation for Yellow Cabs

When the Cab company extract data, they need to preserve privacy. If the customer tip very little it could be embarrassing. Our service generate synthetic tip-to-fare ratio data to avoid this problem

Comment

Challenges we ran into

We found it challenging to decide on an appropriate epsilon value for the Laplace mechanism.

What we learned

The application of differential privacy and how it could be done with rather elementary techniques that do not involve ML.

Built With

Share this project:

Updates