Table 5

Detection performance on the 999-day test set

OnsetEventLead timeProbability
2021-12-27Fed Tightening Cycle (−40.1%)−5 days (early)0.5828
2024-07-10Yen Carry Trade Unwinding (−16.4%)+2 days (immediate)0.5806
2024-12-24AI Bubble and DeepSeek Competition (−26.5%)−1 day (early)0.6019

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