fairlearn.reductions.LossMoment

class fairlearn.reductions.LossMoment(loss)

Moment that can be expressed as weighted loss.

Attributes

total_samples

Return the number of samples in the data.

Methods

bound()	Return vector of fairness bound constraint the length of gamma.
gamma(predictor)	Calculate the degree to which constraints are currently violated by the predictor.
load_data(X, y, *[, sensitive_features])	Load a set of data for use by this object.
project_lambda(lambda_vec)	Return the projected lambda values.
signed_weights(lambda_vec)	Return the signed weights.