Unboxing Tree ensembles for interpretability: A hierarchical visualization tool and a multivariate optimal re-built tree.
Giulia Di TeodoroMarta MonaciLaura PalagiPublished in: EURO J. Comput. Optim. (2024)
Keyphrases
- visualization tool
- tree ensembles
- visual exploration
- graphical user interface
- hierarchical structure
- binary tree
- open source
- hierarchical tree
- tree structure
- visualization tools
- data analysis
- neural network
- random forests
- prediction accuracy
- benchmark datasets
- logistic regression
- machine learning algorithms
- case study