PlibEvaluatorMixin¶

class PlibEvaluatorMixin[source]¶

Bases: object

Mixin for all the Perturb-lib evaluators.

abstract evaluate(predictions, true_values)[source]¶

Base evaluation function.

Parameters:

predictions (ndarray[Any, dtype[TypeVar(_ScalarType_co, bound= generic, covariant=True)]]) – predictions of the model to be evaluated
true_values (PlibData) – true values to evaluate predictions on

Return type:

float

Returns:

evaluation score