How can I improve traffic prediction accuracy?

How can I improve traffic prediction accuracy?

To improve traffic prediction accuracy, consider using more granular data, advanced algorithms, and real-time updates.

What types of data should I focus on?

Focus on historical traffic patterns, weather conditions, special events, and road construction data.

Are there specific algorithms that work best for this?

Yes, machine learning algorithms like Random Forest, Gradient Boosting, and Neural Networks are effective for traffic prediction.

How often should I update my models?

It's best to update your models regularly, ideally in real-time or at least daily, to account for changing conditions.