Accuracy
High correlation
Precision
N/A
Recall
N/A
Problem
Predict lap performance using telemetry inputs such as speed, tire condition, and track data.
Dataset
Simulated F1 telemetry dataset including lap time, speed, and sector performance.
Approach
- Normalized telemetry data
- Applied regression modeling
- Visualized lap trends using Matplotlib
Key Insights
- Time-series data requires careful handling
- Visualization improves understanding of performance patterns