Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

Create mean decrease in impurity (MDI) feature importances for tree-based models #127

Open
mattheweplandKH opened this issue Aug 11, 2022 · 1 comment
Open

Create mean decrease in impurity (MDI) feature importances for tree-based models #127

mattheweplandKH opened this issue Aug 11, 2022 · 1 comment

Comments

@mattheweplandKH
Copy link
Contributor

While it is great that the models in imodels are readily interpretable, it would be nice to have a MDI feature importance, i.e. Gini importance, for tree-based models like FIGS to compare to other tree-based models like sklearn's RandomForestClassifier and GradientBoostingClassifier.
@mepland mepland mentioned this issue Dec 29, 2022
Merged
@mepland
Copy link
Collaborator

mepland commented Dec 30, 2022

Added for FIGS in #154

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Assignees
No one assigned
Labels
None yet
Projects
None yet
Milestone
No milestone
Development

No branches or pull requests
2 participants
@mepland @mattheweplandKH