Feature
Also: measured feature
A selected measurable pattern used by an estimator or classifier.
Features may be engineered or learned and must be robust to nuisance variation while retaining task information.
Example Edge orientation and brightness contrast can help locate a printed marker.
Common misconception A feature that separates one dataset may not generalize to new lighting or backgrounds.