ModelDoctor Validation Laboratory

Summary

Total Scenarios: 54

Passed: 53

Failed: 1

Doctor Accuracy

• Calibration: 100.0%
• Data quality: 100.0%
• Feature engineering: 100.0%
• Generalization: 100.0%
• Leakage: 100.0%
• Overfitting: 100.0%
• Prediction: 83.3%
• Production: 100.0%

Metrics

False Positives: 0.0%

False Negatives: 31.0%

Average Runtime: 1.59 s