Partial Dependence Intuition
How one feature moves predictions.
One Feature at a Time
Importance tells you a feature matters, but not how. A partial dependence plot shows the direction and shape of that effect. 📈
The Core Question
It answers a clean question: if I change just this one feature, how does the average prediction move while everything else stays put?
All lessons in this course
- Feature Importance and SHAP
- Partial Dependence Intuition
- Charts That Persuade Stakeholders
- From Notebook to Dashboard