A fast partition-based batch-mode active learning technique using SVM classifier.
Anshu SinglaSwarnajyoti PatraPublished in: Soft Comput. (2018)
Keyphrases
- svm classifier
- batch mode active learning
- active learning
- batch mode
- support vector machine
- support vector machine svm
- support vector
- image classification
- training set
- semi supervised
- feature vectors
- linear classifiers
- kernel function
- machine learning
- hyperplane
- support vectors
- selected features
- informative features
- data sets
- incremental learning
- fold cross validation
- pattern recognition
- feature extraction
- svm classification
- decision function
- support vector machine classifier
- image processing
- knn
- classification accuracy
- decision boundary
- learning algorithm