Glossary term
Glossary term
Foundations
An example that contains one or more features and a label. For example, the following table shows three labeled examples from a house valuation model, each with three features and one label:
In supervised machine learning, models train on labeled examples and make predictions on unlabeled examples.
Contrast labeled example with unlabeled examples.
See Supervised Learning in Introduction to Machine Learning for more information.
Created for this library
An ML team treats each annotated customer call transcript as a labeled example for training its sentiment classifier.
A medical imaging team treats each radiologist-confirmed chest X-ray as a labeled example for its triage model.
A search-quality team treats each rated query-document pair as a labeled example for training its ranker.
Definition source: Google for Developers Machine Learning Glossary | Creative Commons Attribution 4.0 License