Keyphrases
- generalization bounds
- decision trees
- learning theory
- data dependent
- generalization ability
- model selection
- convex combinations
- ranking algorithm
- vc dimension
- learning problems
- statistical learning theory
- linear classifiers
- machine learning
- machine learning algorithms
- ensemble methods
- training set
- ranking functions
- training data
- naive bayes
- random forest
- learning machines
- support vector
- real valued
- cross validation
- objective function
- pattern recognition
- image segmentation
- learning algorithm