A Learning Machine with a Bit-Based Hypothesis Space.
Davide AnguitaAlessandro GhioLuca OnetoSandro RidellaPublished in: ESANN (2013)
Keyphrases
- learning machines
- hypothesis spaces
- hypothesis space
- learning tasks
- learning algorithm
- support vector
- model selection
- ensemble learning
- learning problems
- support vector machine
- supervised learning
- learning experience
- training algorithm
- machine learning
- multi task
- multi task learning
- pattern recognition
- machine learning algorithms
- generalization error
- vc dimension
- sample complexity
- positive examples
- training samples
- ensemble methods
- kernel methods
- image segmentation
- cross validation