Regression

What is Regression?

Regression predicts continuous numeric targets from features - core supervised learning alongside classification.

What this looks like in production

In production, teams encounter Regression when building, evaluating, or securing model and agent pipelines.

What teams usually do about it

• Document expected behavior and evaluation criteria for this concept.
• Add automated checks where the risk or metric is measurable.
• Re-test after model, data, or prompt changes.

Further reading: scikit-learn: Regression.