Machine Learning with Data Dependent Hypothesis Classes.
Adam CannonJ. Mark EttingerDon R. HushClint ScovelPublished in: J. Mach. Learn. Res. (2002)
Keyphrases
- data dependent
- machine learning
- rademacher complexity
- generalization bounds
- risk bounds
- machine learning algorithms
- decision trees
- data analysis
- computer vision
- learning algorithm
- feature selection
- semi supervised learning
- multiscale
- image analysis
- active learning
- model selection
- reproducing kernel hilbert space
- data sets