Binary classification Machine Learning
noun phrase
Definition: A classification task in which each instance is assigned to one of two classes [Google ML Glossary].
Examples in context: “The permission filter function is to filter non-privileged information: the task form of textual binary classification of the BERT model is used to filter out the noise effect of irrelevant information on permission mapping.” [Tu et al. 2024]
“In particular, we reformulate word alignment as a set of binary classification tasks in which an individual alignment prediction is made for each possible pair of words.” [Latouche et al. 2024]
Related terms: two-class classification, binary classifier, positive class, negative class, multiclass classification