The effect of threshold tuning on F1
At threshold 0.50
After threshold tuning
F1 before and after threshold tuning| Model | At threshold 0.50 | After tuning (held-out) |
|---|
* A few F1 scores fell slightly after tuning. We chose thresholds on a set of examples held out for tuning and measured performance on the remainder, so tuning doesn't guarantee improvement.