incerto.bayesian.predictive_log_likelihood

incerto.bayesian.predictive_log_likelihood#

incerto.bayesian.predictive_log_likelihood(predictions, labels)[source]#

Compute predictive log-likelihood (averaged over ensemble).

Parameters:
  • predictions (Tensor) – Ensemble predictions (num_models, batch_size, num_classes)

  • labels (Tensor) – True labels (batch_size,)

Return type:

float

Returns:

Predictive log-likelihood