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Predicting dangerous driving behavior

Aggressive driving is strongly associated with fatal crashes, accounting for >50% of deadly crashes in one analysis of a recent 4-year period. This makes early detection useful for safety intervention and for future autonomous driver coaching.

Used Dataset: https://www.kaggle.com/datasets/outofskills/driving-behavior?resource=download

Model used: Random Forest model

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Aggressive driving is strongly associated with fatal crashes, accounting for >50% of deadly crashes in one analysis of a recent 4-year period. This makes early detection useful for safety intervention and for future autonomous driver coaching

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