Surrogate minimal depth as an importance measure for variables in random forests.
Stephan SeifertSven GundlachSilke SzymczakPublished in: Bioinform. (2019)
Keyphrases
- random forests
- random forest
- depth images
- logistic regression
- decision trees
- machine learning algorithms
- ensemble methods
- tree ensembles
- randomized trees
- decision tree ensembles
- regression trees
- classification and regression trees
- regression forests
- machine learning
- depth information
- head pose estimation
- depth map
- benchmark datasets
- relational databases
- image segmentation
- learning algorithm