Incorrect Equal Error Rate (EER) formula in doc
documentation
I believe there is an error in the formula of Equal Error Rate (EER) in the [documentation](https://lightning.ai/docs/torchmetrics/stable/classification/eer.html).
The current formula:
```
EER = (FAR + (1 - FRR)) / 2, where min_t |FAR_t - FRR_t|
```
However, it should be:
```
EER = (FAR + FRR) / 2, where min_t |FAR_t - FRR_t|
```
The [implementation](https://github.com/Lightning-AI/torchmetrics/blob/88bca94f5d6a8b21d51047dc793e372aea75e0a5/src/torchmetrics/functional/classification/eer.py#L28) is correct:
```
def _binary_eer_compute(fpr: Tensor, tpr: Tensor) -> Tensor:
"""Compute Equal Error Rate (EER) for binary classification task."""
diff = fpr - (1 - tpr)
idx = torch.argmin(torch.abs(diff))
return (fpr[idx] + (1 - tpr[idx])) / 2
```
关闭于 2026-01-30 0 条评论