driving_test_measurements

Data DictionaryThe dataset includes 12 attributes and 204 records, each capturing a significant aspect of driver concentration and performance.1. User ID: A unique identification number of each driver.2. Concentration Score 1: Reflects the driver's ability to maintain attention and focus while driving.3. Concentration Score 2: Measures the driver's alertness and ability to avoid distractions under varying driving conditions.4. Concentration Score 3: Assesses the driver's overall concentration level, indicating sustained attention over time.5. Response Time Score 1: Evaluates the driver's reaction speed to sudden changes in the driving environment, such as road hazards or traffic fluctuations.6. Response Time Score 2: Measures the driver's quickness in reacting to unexpected events, such as pedestrians or other vehicles entering the driving space.7. Response Time Score 3: Indicates the driver's ability to respond efficiently to unforeseen situations and potential dangers.8. Response Time Score 4: Assesses the driver's overall response time, capturing their ability to make timely decisions at critical moments.9. Keep Cool Score 1: Reflects the driver's capability to remain calm and composed in stressful driving situations while maintaining focus.10. Keep Cool Score 2: Measures the driver's ability to remain resilient under pressure, ensuring effective decision-making in tense driving conditions.11. Keep Cool Score 3: Evaluates the driver's emotional regulation and composure in high-stress environments, contributing to safe driving behaviors.Category: Classifies drivers into three groups: High Concentration, Moderate Concentration, and Low Concentration.