Robust Sparse Hyperplane Classifiers: Application to Uncertain Molecular Profiling Data.
Chiranjib BhattacharyyaL. R. GrateMichael I. JordanLaurent El GhaouiI. Saira MianPublished in: J. Comput. Biol. (2004)
Keyphrases
- hyperplane
- data points
- data sets
- training data
- linear classifiers
- support vector
- high quality
- data analysis
- decision boundary
- image data
- kernel space
- training examples
- training samples
- small number
- feature vectors
- learning algorithm
- multi class
- input data
- active learning
- svm classifier
- convex hull
- input space
- pairwise
- feature extraction
- feature selection