48ac31c254ba0c8f4caebabfda3cc5bade839fda,tensorflow_datasets/text/civil_comments.py,CivilComments,_info,#CivilComments#,84

Before Change

        builder=self,
        description=_DESCRIPTION,
        // tfds.features.FeatureConnectors
        features=tfds.features.FeaturesDict({
            "text": tfds.features.Text(),
            "toxicity": tf.float32,
            "severe_toxicity": tf.float32,
            "obscene": tf.float32,
            "threat": tf.float32,
            "insult": tf.float32,
            "identity_attack": tf.float32,
            "sexual_explicit": tf.float32
        }),
        // The supervised_keys version is very impoverished.
        supervised_keys=("text", "toxicity"),
        homepage="https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/data",

After Change

  ]

  def _info(self):
    features = {"text": tfds.features.Text()}
    labels = [
        "toxicity", "severe_toxicity", "obscene", "threat", "insult",
        "identity_attack", "sexual_explicit"

Instances