Instance selection based on boosting for instance-based learners.
Aida de Haro-GarcíaGonzalo Cerruela GarcíaNicolás García-PedrajasPublished in: Pattern Recognit. (2019)
Keyphrases
- instance selection
- instance based learning
- nearest neighbor
- base learners
- feature selection
- feature and instance selection
- text classification
- data reduction
- knowledge discovery and data mining
- multi class
- classification accuracy
- multiple instance learning
- semi supervised learning
- ensemble methods
- knn
- e learning
- learning environment
- supervised learning
- ensemble learning
- learning process
- base classifiers
- evaluation criteria
- machine learning
- support vector machine
- learning algorithm
- labeled data
- concept drift
- selection criterion
- training data
- multi modal
- support vector
- knowledge discovery
- feature space