Student Work
When Will the Bus Arrive? Public
Public transportation decreases the amount of cars on the road and potentially provides a cleaner and more economic way of travel. With the many benefits of public transportation, some problems arise, mainly the predictability of bus arrival times. We collected bus arrival times through a real-time bus-tracker and weather predictions. Our main goal was to determine if we could predict when buses would arrive based on the weather. We then used the data to train a ridge regression model to predict lateness. Our models had some predictive power, but weather was not as useful a predictor as we initially thought it would be.
- Creator
- Publisher
- Identifier
- E-project-032120-225625
- Keyword
- Advisor
- Year
- 2020
- Date created
- 2020-03-21
- Resource type
- Rights statement
- License
Relationships
- In Collection:
Items
Thumbnail | Title | Date Uploaded | Visibility | Actions |
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When_Will_the_Bus_Arrive_.pdf | 2020-08-16 | Public |
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Permanent link to this page: https://digital.wpi.edu/show/r207tr74b