Instance selection for regression: Adapting DROP.
Álvar Arnaiz-GonzálezJosé-Francisco Díez-PastorJuan José Rodríguez DiezCésar Ignacio García-OsorioPublished in: Neurocomputing (2016)
Keyphrases
- instance selection
- nearest neighbor
- feature and instance selection
- data reduction
- text classification
- classification accuracy
- multiple instance learning
- semi supervised learning
- multi class
- feature selection
- supervised learning
- evaluation criteria
- support vector machine
- co training
- knowledge discovery and data mining
- model selection
- preprocessing
- labeled data
- support vector
- regression problems
- unsupervised learning
- class imbalanced
- concept drift
- objective function
- feature extraction
- decision trees