The Personal Setup Learner analyzes YOUR actual race results to learn how
YOUR car responds to setup changes. Unlike the generic physics-based
Sensitivity Analyzer, this engine uses your real data to
build a personalized model.
📈 Lap Time Trend
🎯 Personalized Parameter Sensitivities
Positive = increasing parameter slows you down. Negative = increasing parameter makes you faster.
"Personal Factor" shows how your car compares to the generic physics model.
Load data to see sensitivities...
📊 Sensitivity Comparison Chart
🔧 Current Setup
🔧 Proposed Setup
🔮 Prediction Result
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Predicted Δ (s)
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Predicted Lap (s)
—
Confidence
—
Biggest Effect
Contributing Parameters
📉 Lap Time Trend
Load data to see trends...
📊 Consistency Trend
Load data to see trends...
📋 Record History
Date
Event
Track
Best Lap
Avg Lap
Consistency
Pos
No data loaded
🗃️ Performance Records
Add your race results here. Each record links a setup to its results.
The more records you add, the better the model learns.