Identification of representative trees in random forests based on a new tree-based distance measure.
Björn-Hergen LaabsAna WestenbergerInke R. KönigPublished in: Adv. Data Anal. Classif. (2024)
Keyphrases
- distance measure
- random forests
- tree ensembles
- decision trees
- decision tree ensembles
- regression trees
- random forest
- relational probability trees
- randomized trees
- classification and regression trees
- logistic regression
- machine learning algorithms
- euclidean distance
- ensemble methods
- similarity measure
- dynamic time warping
- distance function
- nearest neighbor classifier
- depth images
- classification trees
- head pose estimation
- kullback leibler
- naive bayes
- training data
- base classifiers
- regression forests
- pairwise