- Definition and introduction
- Discussion: is it achievable, is it useful, what's the difference between model interpretation and real-world interpretation
- Minimal reproducible examples using linear regression with interaction (minimal knowledge -> more predictors -> adding the interaction terms) and lightGBM
- Interpreters: coefficients interpretation and pitfalls, PDP, ICE curves, VINE, Shapley
-
Notifications
You must be signed in to change notification settings - Fork 0
ThomasBury/interpreter
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Folders and files
Name | Name | Last commit message | Last commit date | |
---|---|---|---|---|
Repository files navigation
About
Short presentation about model interperters
Resources
Stars
Watchers
Forks
Releases
No releases published
Packages 0
No packages published