Analyzed the NYC green taxi behavior and visualized the trip pattern (location, time, etc) in python. Deployed gradient boosting regression to predict the tip percentage achieving 0.02 MSE at test data. The data is collected by the New York City Taxi and Limousine commission about "Green" Taxis. Green Taxis (as opposed to yellow ones) are taxis that are not allowed to pick up passengers inside of the densely populated areas of Manhattan. http://www.nyc.gov/html/tlc/html/about/trip_record_data.shtml
-
Notifications
You must be signed in to change notification settings - Fork 3
Jenniferz28/NYC-Taxi-Tip-prediction
Folders and files
| Name | Name | Last commit message | Last commit date | |
|---|---|---|---|---|
Repository files navigation
About
Analyzed the NYC green taxi behavior and visualized the trip pattern (location, time, etc) in python. Deployed gradient boosting regression to predict the tip percentage
Resources
Stars
Watchers
Forks
Releases
No releases published
Packages 0
No packages published