Intervention in prediction measure: a new approach to assessing variable importance for random forests.
Irene EpifanioPublished in: BMC Bioinform. (2017)
Keyphrases
- random forests
- random forest
- prediction accuracy
- ensemble methods
- decision trees
- machine learning algorithms
- logistic regression
- tree ensembles
- randomized trees
- classification and regression trees
- conformal prediction
- head pose estimation
- similarity measure
- regression trees
- multi label
- naive bayes
- feature set
- support vector machine
- feature vectors
- decision tree ensembles