Suboptimality of Penalized Empirical Risk Minimization in Classification.
Guillaume LecuéPublished in: COLT (2007)
Keyphrases
- empirical risk minimization
- model selection
- support vector
- maximum likelihood
- feature vectors
- supervised learning
- training samples
- support vector machine
- training set
- decision trees
- machine learning
- text classification
- feature space
- svm classifier
- feature selection
- special case
- feature extraction
- theoretical analysis
- cross validation
- supervised classification