Feature

An individual measurable property or characteristic of the data used as input to a machine learning model. In a house price prediction model, features might include square footage, number of bedrooms, and location. Choosing the right features has a large impact on model quality, which is why feature engineering remains a core skill even in the age of deep learning.
See also: feature engineering, feature map, training data.