Medoid splits for efficient random forests in metric spaces.
Matthieu BultéHelle SørensenPublished in: Comput. Stat. Data Anal. (2024)
Keyphrases
- random forests
- metric space
- random forest
- logistic regression
- machine learning algorithms
- probability measures
- decision trees
- tree ensembles
- similarity search
- partially ordered sets
- randomized trees
- data sets
- multidimensional index
- high dimensional
- similarity queries
- searching in metric spaces
- ensemble methods
- distance function
- multi dimensional
- pairwise
- pattern recognition
- machine learning
- data mining