Feature selection in independent component subspace for microarray data classification.
Chun-Hou ZhengDe-Shuang HuangLi ShangPublished in: Neurocomputing (2006)
Keyphrases
- feature selection
- microarray data classification
- gene selection
- microarray data
- feature space
- dimensionality reduction
- feature extraction
- ensemble learning
- multi class
- low dimensional
- discriminant analysis
- cancer diagnosis
- machine learning
- text categorization
- selected features
- microarray datasets
- address these issues
- high dimensionality
- microarray
- classification models
- gene expression data
- gene expression
- high dimensional data
- text classification
- support vector machine
- support vector
- preprocessing step
- naive bayes
- feature subset
- data sets
- support vector machine svm
- unsupervised learning
- pattern recognition
- training data
- image processing
- neural network