AI Prompts for Feature Engineering — prompt 9

As an advanced feature engineer, identify and create powerful feature interactions from {existing_features} in {dataset_description} to improve {target_variable} prediction. Focus on discovering non-linear relationships through: multiplicative interactions, conditional features (if-then logic), ratio-based combinations, and polynomial features. Prioritize interactions most likely to benefit {model_type} and provide feature importance ranking methodology to validate the created interactions.