Cluster based active learning for classification of evolving streams.
D. HimajaVenkatesulu DondetiUppalapati SrilakshmiShashidhar VirupakshaPublished in: Evol. Intell. (2024)
Keyphrases
- active learning
- selective sampling
- classification accuracy
- pattern classification
- supervised learning
- batch mode active learning
- support vector
- machine learning
- decision trees
- image classification
- class imbalance
- automatic classification
- decision rules
- benchmark datasets
- support vector machine svm
- semi supervised
- machine learning algorithms
- support vector machine
- feature vectors
- classification algorithm
- random sampling
- preprocessing
- pattern recognition
- real time
- class labels
- training set
- incremental learning
- classification systems
- feature extraction
- feature selection
- hyperspectral image classification