Systematic benchmarking of microarray data classification: assessing the role of non-linearity and dimensionality reduction.
Nathalie PochetFrank De SmetJohan A. K. SuykensBart De MoorPublished in: Bioinform. (2004)
Keyphrases
- dimensionality reduction
- microarray data classification
- discriminant analysis
- high dimensional
- high dimensional data
- cancer diagnosis
- gene selection
- principal component analysis
- low dimensional
- microarray data
- high dimensionality
- unsupervised learning
- feature extraction
- data points
- pattern recognition
- feature selection
- learning algorithm
- neural network
- prediction accuracy
- linear discriminant analysis
- training set
- image processing