Relevant feature set estimation with a knock-out strategy and random forests.
Melanie GanzDouglas N. GreveBruce FischlEnder KonukogluPublished in: NeuroImage (2015)
Keyphrases
- random forests
- feature set
- random forest
- feature selection
- feature space
- classification accuracy
- feature extraction
- feature vectors
- decision trees
- tree ensembles
- decision tree ensembles
- texture features
- selected features
- randomized trees
- ensemble methods
- regression forests
- logistic regression
- genetic algorithm
- class labels
- machine learning algorithms
- feature subset
- multi label
- benchmark datasets
- kernel function
- supervised learning
- training data
- data mining