Random Subspace Ensembles for fMRI Classification.
Ludmila I. KunchevaJuan José Rodríguez DiezCatrin O. PlumptonDavid E. J. LindenStephen J. JohnstonPublished in: IEEE Trans. Medical Imaging (2010)
Keyphrases
- random subspace
- classifier fusion
- random forest
- ensemble methods
- random sampling
- random subspaces
- nearest neighbor classifiers
- decision trees
- subspace methods
- majority voting
- classifier ensemble
- ensemble learning
- classification accuracy
- image classification
- pattern recognition
- data analysis
- random forests
- machine learning methods
- base classifiers
- classification algorithm
- training set
- sample size
- multiple classifier systems
- feature subspace
- selective sampling
- feature space
- fusion methods
- benchmark datasets
- prediction accuracy
- feature set
- face recognition
- feature selection