What role does machine learning play in traffic prediction?

How does machine learning improve traffic prediction?

Machine learning analyzes historical traffic data to identify patterns and predict future traffic conditions.

What types of data are used in these predictions?

Data such as traffic volume, weather conditions, and special events are commonly used to enhance predictions.

Can machine learning predict traffic accidents?

Yes, by analyzing patterns and risk factors, machine learning can help predict potential accident hotspots.

What are some popular algorithms used in traffic prediction?

Common algorithms include regression models, decision trees, and neural networks, each suited for different data types.