Bagging-based instance selection for instance-based classification.
Dmytro KavrinSergey A. SubbotinPublished in: CMIS (2020)
Keyphrases
- instance selection
- instance based learning
- feature and instance selection
- classification accuracy
- text classification
- decision trees
- nearest neighbor
- training set
- data reduction
- machine learning
- multi class
- knn
- support vector machine
- supervised learning
- semi supervised learning
- classification algorithm
- co training
- feature selection
- feature extraction
- multiple instance learning
- ensemble methods
- class imbalanced
- knowledge discovery and data mining
- support vector
- ensemble learning
- concept drift
- machine learning methods
- text categorization
- unlabeled data
- data analysis
- knowledge discovery
- neural network