Entries by tag: feature-engineering

Including child/synonym tags

On Dealing with Inflation Effects on ML models  22 Feb 2026    feature-engineering

Empirical tips on how to make machine learning models more robust when you are in a high-inflation scenario. Read More ›

Features in Boosted Tree Algorithms: Engineering, Encoding, Interaction, etc  30 Mar 2021    gradient-boosting feature-engineering

How to encode and engineer features correctly for use in tree boosting algorithms? How are features allowed to interact and sort of information do data scientists need to provide via manual engineering? How? Read More ›