candle.uq_keras_utils.meanS_heteroscedastic_metric

candle.uq_keras_utils.meanS_heteroscedastic_metric(nout)

This function computes the mean log of the variance (log S) for the heteroscedastic model. The mean log is computed over the standard deviation prediction and the mean prediction is not taken into account.

Parameters:

nout (int) – Number of outputs without uq augmentation