A dual coordinate descent method for large-scale linear SVM.
Cho-Jui HsiehKai-Wei ChangChih-Jen LinS. Sathiya KeerthiS. SundararajanPublished in: ICML (2008)
Keyphrases
- coordinate descent method
- linear svm
- simple and easy to implement
- loss function
- convex optimization
- linear support vector machines
- logistic regression
- nonnegative matrix factorization
- multi class boosting
- text categorization
- feature selection
- linear model
- multi class
- support vector
- hyperplane
- naive bayes
- neural network
- text classification
- total variation
- matrix factorization
- variable selection
- linear models
- multi class classification
- support vector machine
- active learning
- training data
- face recognition