M2 · Drawing the Line
Choosing a Cut From Money
Pick a threshold that costs least, instead of the one that ships by default.
Half is where the curve is undecided. That is a fact about the curve, not about your problem. A clinic and a spam filter get the same default, and neither should keep it. The cut is a dial you can turn after training, for free.