After training a probabilistic classifier, F1 can often improve by:
Select an answer to reveal the explanation.
Short Explanation and Infographic
0.5 is a default, not a law — tune thresholds for F1/costs on validation.
Full explanation below image
Full Explanation
Operating point selection is part of modeling.