Fast Linear SVM Validation Based on Early Stopping in Iterative Learning.
Mahmoud FamouriMohammad TaheriZohreh AzimifarPublished in: Int. J. Pattern Recognit. Artif. Intell. (2015)
Keyphrases
- iterative learning
- early stopping
- linear svm
- stochastic gradient descent
- support vector machine
- logistic regression
- text categorization
- support vector
- incremental learning
- feature selection
- linear model
- support vectors
- hyperplane
- multi class
- active learning
- loss function
- boosting algorithms
- quadratic programming
- k nearest neighbor
- machine learning
- data mining
- naive bayes
- learning process
- feature space