How should I set the threshold for inference?

[wennyHou]

trafficstars

At first, I set the threshold to 0.5, but I found that there are many false positives, how is the threshold generally set?

[CauchyComplete]

The binary evaluation was done using threshold 0.5. We also used Average Precision to test the model with all thresholds.