Quote of the DayAssume data integrity, detect feature leakage before model reliance.

A crucial step before trusting a model's predictions is ensuring the data is free from leakage.

Try this: Regularly assess your model's input data for potential leakage and take corrective action.

Paired with

General, Organic, and Biochemistry with Problems, Case Studies, and Activities

LibreTexts

Open book
Data IntegrityFeature LeakageModel Reliability