100% detection rate
All 10 defaults were anticipated with an average of 14 months lead time
Average lead time: 14 months
All 10 defaults were detected before they occurred, with an average lead time of 14 months.
The model achieved 92% accuracy on this dataset, with zero false positives.
Technology, Energy and Chemicals sectors showed the highest proportion of defaults in the midcap segment.