The parameter sensitivity of random forests.
Barbara F. F. HuangPaul C. BoutrosPublished in: BMC Bioinform. (2016)
Keyphrases
- random forests
- random forest
- decision trees
- ensemble methods
- machine learning algorithms
- logistic regression
- tree ensembles
- regression trees
- decision tree ensembles
- randomized trees
- evolving data streams
- information extraction
- head pose estimation
- learning algorithm
- machine learning
- multi class
- prediction accuracy
- benchmark datasets
- machine learning methods
- relational databases
- training data
- face recognition
- computer vision
- classification and regression trees