An adaptive optimal ensemble classifier via bagging and rank aggregation with applications to high dimensional data.
Susmita DattaVasyl PihurSomnath DattaPublished in: BMC Bioinform. (2010)
Keyphrases
- high dimensional data
- ensemble classifier
- rank aggregation
- ensemble learning
- ensemble methods
- dimensionality reduction
- nearest neighbor
- low dimensional
- base classifiers
- data sets
- random forest
- data points
- high dimensional
- concept drift
- data distribution
- decision trees
- data analysis
- sparse representation
- preprocessing step
- classification models
- support vector machine
- ranked list
- training set
- co occurrence
- principal component analysis
- neural network
- pattern recognition
- classification algorithm
- feature selection