An analytic theory of shallow networks dynamics for hinge loss classification.
Franco PellegriniGiulio BiroliPublished in: CoRR (2020)
Keyphrases
- hinge loss
- loss function
- classification accuracy
- support vector
- risk minimization
- decision boundary
- pattern classification
- cross validation
- convex optimization
- feature extraction
- potential functions
- text classification
- support vector machine
- machine learning
- feature vectors
- feature space
- reproducing kernel hilbert space
- decision trees
- line search
- soft margin
- nearest neighbor
- binary classification
- feature selection