AutoML Model Results#
After training a machine learning model in Dataiku’s lab, you’ll need to interpret and evaluate the results. Explore these resources to learn how to determine the effectiveness of your models before deploying them to the Flow.
Tip
You can find this content (and more) by registering for the Dataiku Academy course, Machine Learning Basics. When ready, challenge yourself to earn a certification!
Concepts#
- Concept | The Result tab within the visual ML tool
- Concept | Model summaries within the visual ML tool
- Concept | Explainable AI
- Concept | Partial dependence plots
- Concept | Subpopulation analysis
- Concept | Individual prediction explanations
- Concept | What if? analysis
- Concept | Advanced What if? simulators
- Concept | Interpretation of regression model output