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The confusion matrix tells the truth faster — step 5 of 7

This report tells the team the model's dominant problem is misses — so they're about to LOWER the threshold. But the two conditions are transposed: what it calls FP is actually the miss count and vice versa. The real dominant error is false alarms, and the fix goes the other direction. Correct both definitions.

The break is on lines 5, 6 — but read the whole snippet first.

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