Bring Your Own Explainer

What are BYOE recipes?

Techniques and methodologies used by H2O Sonar for model interpretation can be extended with recipes. Bring your own explainer (BYOE) feature allows you to use your explainers in combination with or in place of H2O Sonar built-in explainers (all H2O Sonar explainers are in fact BYOEs). This lets you extend the capabilities of H2O Sonar explainers and out-of-the-box interpretation techniques.

Getting Started

• Getting Started with BYOE Recipes
  • Introduction to Bring Your Own Explainer recipes
    • How do recipes work?
    • What is the role of recipes?
    • Where can you find open-source recipe examples and templates?
  • Explainer
    • Morris sensitivity analysis
    • Create
      • Constructor
      • setup()
      • explain()
    • Register
      • Register using Python API
      • Register using Command Line Interface
    • Run
      • Run using Python API
      • Run using Command Line Interface
    • Debug
    • Result
      • Data
      • Plot
      • Archive
  • Conclusion
  • Morris sensitivity analysis explainer source code
  • Running BYOE recipe source code
  • Resources