The All Relevant Feature Selection using Random Forest
Miron B. KursaWitold R. RudnickiPublished in: CoRR (2011)
Keyphrases
- random forest
- feature set
- feature selection
- selected features
- random forests
- fold cross validation
- feature reduction
- cancer classification
- decision trees
- ensemble methods
- ensemble learning
- feature importance
- text categorization
- feature ranking
- multi label
- base classifiers
- feature space
- feature selection algorithms
- feature subset
- ensemble classifier
- text classification
- classification accuracy
- feature extraction
- image processing
- rotation forest
- neural network
- decision tree learning algorithms
- class labels
- naive bayes
- support vector machine
- training data
- machine learning
- data mining