The best-performing model was a decision tree using all available variables. It had an accuracy of about 70.5% and an F1 score (a balance between precision and recall) of 0.819.

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Editor’s Note: The SCM capstone Drop Trailer Forecasting in Volatile Networks was authored by Alex Carroll and Troy Egar. The project was supervised by Dr. Elenna Dugundji ([email protected]) and Dr.

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