Source code for textattack.metrics.metric

Metric Class


from abc import ABC, abstractmethod

[docs]class Metric(ABC): """A metric for evaluating Adversarial Attack candidates.""" @abstractmethod def __init__(self, **kwargs): """Creates pre-built :class:`~textattack.Metric` that correspond to evaluation metrics for adversarial examples.""" raise NotImplementedError()
[docs] @abstractmethod def calculate(self, results): """Abstract function for computing any values which are to be calculated as a whole during initialization Args: results (``AttackResult`` objects): Attack results for each instance in dataset """ raise NotImplementedError