Log10

class torch_uncertainty.metrics.regression.Log10(**kwargs)

The Log10 metric.

\[\text{Log10} = \frac{1}{N} \sum_{i=1}^{N} |\log_{10}(y_i) - \log_{10}(\hat{y_i})|\]

where \(N\) is the batch size, \(y_i\) is a tensor of target

values and \(\hat{y_i}\) is a tensor of prediction.

Inputs:

• preds: \((N)\)

• target: \((N)\)

Parameters:

kwargs – Additional keyword arguments, see Advanced metric settings.

update(pred, target)

Update state with predictions and targets.