Random Forests for Feature Selection in Non-invasive Brain-Computer Interfacing.
David SteyrlReinhold SchererGernot R. Müller-PutzPublished in: CHI-KDD (2013)
Keyphrases
- random forests
- feature selection
- random forest
- decision trees
- logistic regression
- machine learning algorithms
- ensemble methods
- feature set
- decision tree ensembles
- tree ensembles
- classification and regression trees
- classification accuracy
- brain computer interface
- support vector
- randomized trees
- regression trees
- text categorization
- naive bayes
- feature extraction
- machine learning
- information gain
- multi class
- support vector machine
- regression forests
- image processing
- data sets
- multi task
- learning algorithm
- feature subset
- relational data
- feature space
- knn