vc-dimension (vapnik-chervonenkis dimension)
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Related concepts
Concepts that appear alongside vc-dimension (vapnik-chervonenkis dimension) across episodes.
- ill-posed problem
- uniform law of large numbers
- empirical risk minimization (erm)
- strong convergence
- representer theorem
- brute force principle
- weak convergence
- statistical invariants
- predicates (vs. features)
- intelligent principle
- support vector machines (svm)
- statistical learning theory
- conditional optimization
- kernel functions
- nadaraya-watson estimator
- loss function
- conditional probability
- reproducing kernel hilbert space (rkhs)
- generalization (machine learning)