Hash-Based Support Vector Machines Approximation for Large Scale Prediction.
Saloua LitayemAlexis JolyNozha BoujemaaPublished in: BMVC (2012)
Keyphrases
- support vector
- learning machines
- prediction accuracy
- large margin classifiers
- hyperplane
- classification accuracy
- logistic regression
- loss function
- real world
- small scale
- support vector machine
- prediction algorithm
- approximation algorithms
- prediction model
- generalization ability
- prediction error
- feature selection
- approximation error
- kernel function
- training examples
- svm classifier
- data distribution
- closed form
- kernel methods
- real life
- neural network