datarobot-feature-engineering

What problem does it solve?

This skill helps you understand which features DataRobot uses and creates, so you can diagnose model behavior, improve performance, and prepare clean, deployable feature sets.

Core Features & Use Cases

• Feature Discovery: Review automated derived features and transformations, identify feature types, and understand feature relationships.
• Feature Importance Analysis: Retrieve feature impact scores, identify key drivers, and compare relevance across models to spot redundant or low-value features.
• Feature Optimization & Documentation: Filter or simplify feature sets for deployment and export feature lists and definitions for stakeholder-ready clarity.

Quick Start

Ask the agent: "Show me the top 10 most important features for model xyz123 and explain what they mean."