Student Work
When Will the Bus Arrive?
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open in viewerPublic 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.
- This report represents the work of one or more WPI undergraduate students submitted to the faculty as evidence of completion of a degree requirement. WPI routinely publishes these reports on its website without editorial or peer review.
- Creator
- Publisher
- Identifier
- E-project-032120-225625
- Mot-clé
- Advisor
- Year
- 2020
- Date created
- 2020-03-21
- Resource type
- Rights statement
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- Dans Collection:
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Articles
La vignette | Titre | Visibilité | Embargo Release Date | actes |
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When_Will_the_Bus_Arrive_.pdf | Public | Télécharger |
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