Active Learning based on Random Forest and Its Application to Terrain Classification.
Yingjie GuDawid ZydekZhong JinPublished in: ICSEng (2014)
Keyphrases
- random forest
- active learning
- random forests
- decision trees
- decision tree learning algorithms
- training set
- ensemble methods
- fold cross validation
- feature set
- rotation forest
- ensemble learning
- multi label
- semi supervised
- random sampling
- cost sensitive
- base classifiers
- learning algorithm
- labeled data
- relevance feedback
- training examples
- unlabeled data
- semi supervised learning
- feature importance
- learning process
- ensemble classifier
- selective sampling
- supervised learning