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Metaphysicist1/Traffic-Data-Time-Series-Forecasting

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Traffic Flow Forecasting

Repository Link

https://github.com/Metaphysicist1/Enginering-Project

Description

Our project aims to forecast traffic flow using time series data. We examine various models from different classes and purposes to determine the most effective approach for accurate predictions.

Task Type

Regression

Results Summary

  • Best Model: ASTGCN
  • Evaluation Metric: MSE (Mean Squared Error) and RMSE (Root Mean Squared Error)
  • Result:
    • MSE: 14.6%
    • RMSE: 15.15%

Cover Image

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