Feature Engineering Best Practices

Domain knowledge is not important; automated feature engineering always outperforms manual efforts Domain knowledge guides the creation of features that capture real-world relationships, interactions, and business logic that automated methods often miss Domain knowledge is only useful for removing features, not creating them Domain knowledge is only relevant for NLP tasks, not tabular data