AI Data Preparation & Feature Engineering › Feature Selection Techniques
What are best practices for Feature Selection Techniques
AdvancedAnswer
When working with Feature Selection Techniques, start with a clear goal, test on real data early, keep the approach as simple as possible at first, and follow established practices from the AI community rather than guessing.
Real-world example A team uses feature selection to reduce a dataset from eighty medical measurements down to the fifteen most predictive ones.