Classifier Transfer with Data Selection Strategies for Online Support Vector Machine Classification with Class Imbalance.
Mario Michael KrellNils WilshusenAnett SeelandSu Kyoung KimPublished in: CoRR (2022)
Keyphrases
- training data
- data sets
- selection strategies
- original data
- data structure
- class imbalance
- small number
- data analysis
- evolutionary algorithm
- training samples
- feature selection
- active learning
- input data
- data distribution
- support vector machine classification
- selection strategy
- test data
- co occurrence
- prior knowledge
- decision trees
- learning algorithm
- genetic algorithm