Random Forests with ensemble of feature spaces.
Le ZhangPonnuthurai Nagaratnam SuganthanPublished in: Pattern Recognit. (2014)
Keyphrases
- random forests
- feature space
- random forest
- ensemble methods
- decision trees
- logistic regression
- decision tree ensembles
- machine learning algorithms
- high dimensional
- tree ensembles
- randomized trees
- feature set
- accurate classifiers
- training set
- feature vectors
- regression problems
- training samples
- base learners
- dimensionality reduction
- genetic algorithm
- base classifiers
- benchmark datasets
- neural network
- low dimensional
- ensemble learning
- feature extraction
- kernel function
- machine learning