Logistic discrimination between classes with nearly equal spectral response in high dimensionality.
Helio Radke BittencourtRobin T. ClarkePublished in: IGARSS (2003)
Keyphrases
- high dimensionality
- feature selection
- high dimensional
- feature space
- high dimensional data
- dimensionality reduction
- microarray
- dimension reduction
- data dimensionality
- small sample size
- highly correlated
- high dimensional datasets
- gene expression data
- feature selection and classification
- class imbalance
- low dimensional
- redundant features
- subspace clustering
- small number of samples
- logistic regression
- feature extraction
- spectral data
- pattern recognition
- lower bound
- high dimensional spaces
- random projections
- multi class
- noisy data
- feature set
- microarray data
- neural network