Add ccp_alpha for pruning to Tree based estimators
Aperta
new feature
performance
- Lingua principale
- Python
- Stelle
- 850
- Fork
- 96
- Metriche di merge delle PR
- Nessuna PR unita negli ultimi 30g
Descrizione
As of sklearn version 0.22, ccp_alpha has been added as a pruning parameter for Decision Trees, Extra Trees, and Random Forests.
Adding this as a hyperparameter would give AutoML an additional parameter to iterate over and prevent overfitting which is a common issue with trees that become too large.
https://scikit-learn.org/stable/modules/tree.html#minimal-cost-complexity-pruning
This could be broken up into 3 issues, one for each estimator class.
Guida per i contributori
Apri la guida per i contributori
Valutazione
Questa issue non è ancora stata valutata.