- Example FIGS model. FIGS learns a sum of trees with a flexible number of trees; to make its prediction, it sums the result from each tree. + Example FIGS model. FIGS learns a sum of trees with a flexible number of trees; to make its prediction, it sums the result from each tree.
### Hierarchical shrinkage: post-hoc regularization for tree-based methods @@ -233,7 +233,7 @@ Hierarchical shrinkage is an extremely fast post-hoc regularization method which
- HS Example. HS applies post-hoc regularization to any decision tree by shrinking each node towards its parent. + HS Example. HS applies post-hoc regularization to any decision tree by shrinking each node towards its parent.
## References