UncertainPrediction

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

Bases: NamedTuple

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)

Parameters:
  • score (FloatTensor) –

  • uncertainty (FloatTensor) –