Active Learning Strategy for Text Categorization Based on Support Vectors Relative Positioning.
Vladimir VakourinAndrei V. KopylovOleg SeredinKonstantin MertsalovPublished in: AIST (Supplement) (2017)
Keyphrases
- text categorization
- learning strategies
- support vectors
- linear svm
- support vector
- support vector machine
- feature selection
- kernel function
- svm classifier
- text classification
- k nearest neighbor
- hyperplane
- training examples
- knn
- training dataset
- active learning
- online learning
- input space
- training samples
- multi label
- naive bayes
- training data
- semi supervised learning
- training process
- support vector machine svm
- unlabeled data
- automatic text categorization
- feature selections
- labeled data
- semi supervised
- data sets
- feature selection for text categorization
- neural network