The product's costs are explicit — a false alarm costs $1, a miss costs $10 — and a cost() function is sitting right there. Yet the code picks the threshold by F1, which weighs the two mistakes EQUALLY: it chooses 0.5 and eats an $11 bill. Fix the selection line to minimize the actual dollar cost instead.
The break is on line 23 — but read the whole snippet first.