Some Greedy Learning Algorithms for Sparse Regression and Classification with Mercer Kernels.
Prasanth B. NairArindam ChoudhuryAndy J. KeanePublished in: J. Mach. Learn. Res. (2002)
Keyphrases
- mercer kernels
- learning algorithm
- gaussian kernels
- feature space
- feature selection
- decision boundary
- sparse regression
- machine learning
- supervised learning
- kernel methods
- pattern classification
- feature selection and classification
- feature vectors
- classification accuracy
- decision trees
- training samples
- machine learning algorithms
- training data
- classification algorithm
- data sets
- feature extraction
- pattern recognition
- text classification
- support vector
- high dimensionality
- cross validation