Class-imbalanced classifiers for high-dimensional data.
Wei-Jiun LinJames J. ChenPublished in: Briefings Bioinform. (2013)
Keyphrases
- high dimensional data
- class imbalanced
- nearest neighbor
- instance selection
- class imbalance
- high dimensionality
- dimensionality reduction
- high dimensional
- low dimensional
- minority class
- original data
- data sets
- input space
- similarity search
- data points
- data analysis
- input data
- data distribution
- training set
- decision trees
- regression problems
- feature selection
- test set
- support vector
- feature space
- imbalanced data
- image processing
- decision boundary
- training data
- multi class
- missing values
- active learning
- knowledge discovery
- knn
- training samples
- text classification