A Neurodynamical System for finding a Minimal VC Dimension Classifier.
JayadevaSumit SomanAmit BhayaPublished in: CoRR (2015)
Keyphrases
- vc dimension
- upper bound
- concept classes
- sample size
- sample complexity
- covering numbers
- vapnik chervonenkis dimension
- lower bound
- statistical learning theory
- inductive inference
- generalization bounds
- feature selection
- linear classifiers
- concept class
- compression scheme
- pac learning
- training data
- decision trees
- ensemble learning
- euclidean space
- training set
- feature space