incerto.active.LeastConfidenceAcquisition

class incerto.active.LeastConfidenceAcquisition

Bases: BaseAcquisition

Least confidence acquisition.

Select samples where the model is least confident about its prediction.

Reference:

Lewis & Gale, “A Sequential Algorithm for Training Text Classifiers” (1994)

__init__()

Methods

__init__()
score(model, x, **kwargs)	Compute least confidence scores.

score(model, x, **kwargs)

Compute least confidence scores.

Parameters:

• model (Module)

• x (Tensor)

Return type:

Tensor