hi-RF: Incremental Learning Random Forest for large-scale multi-class Data Classification.
Tingting XieYuxing PengChangjian WangPublished in: CoRR (2016)
Keyphrases
- incremental learning
- multi class
- random forest
- data sets
- multiple classes
- multi class classification
- support vector machine
- training data
- classification accuracy
- fold cross validation
- data points
- decision trees
- binary and multi class
- multi class boosting
- support vector
- feature extraction
- supervised learning
- binary classifiers
- feature selection
- machine learning
- image features
- ensemble methods
- high dimensional data
- feature set
- pairwise
- feature space
- neural network