Improving Random Forest With Ensemble of Features and Semisupervised Feature Extraction.
Junshi XiaWenzhi LiaoJocelyn ChanussotPeijun DuGuanghan SongWilfried PhilipsPublished in: IEEE Geosci. Remote. Sens. Lett. (2015)
Keyphrases
- random forest
- feature set
- feature extraction
- random forests
- selected features
- feature vectors
- feature importance
- extracted features
- feature selection
- feature space
- ensemble methods
- ensemble learning
- decision trees
- fold cross validation
- semi supervised
- classification accuracy
- ensemble classifier
- rotation forest
- decision tree learning algorithms
- image processing
- base classifiers
- kernel function
- class labels
- dimensionality reduction
- feature ranking
- multi class
- feature subset
- benchmark datasets
- image classification
- object recognition
- face recognition