MLOps Glossary

Feature

Feature:

(aka variable, attribute, covariate) A single characteristic of a data point, e.g. “Age”, “Gender”, a pixel in an image, a word in text data etc. Mostly used when talking about tabular data. A set of feature values makes up an instance.