UncertainPrediction

class UncertainPrediction(score: torch.FloatTensor, uncertainty: torch.FloatTensor)[source]

Bases: tuple

A pair of predicted scores and corresponding uncertainty.

Since the uncertainty scores come from Monte-Carlo dropout, they are guaranteed to be non-negative with larger scores indicating higher uncertainty.

Create new instance of UncertainPrediction(score, uncertainty)