incerto.llm.EnsembleDisagreement#

class incerto.llm.EnsembleDisagreement[source]#

Bases: object

Disagreement rate across an ensemble of models or sampling strategies.

Measures how often different samples/models produce different outputs.

__init__()#

Methods

__init__()

compute(predictions)

Compute disagreement rate.

static compute(predictions)[source]#

Compute disagreement rate.

Parameters:

predictions (List[List[int]]) – List of prediction lists, each containing predicted classes for different examples

Return type:

float

Returns:

Disagreement rate (0-1)