Instance selection for regression by discretization.
Álvar Arnaiz-GonzálezJosé-Francisco Díez-PastorJuan José Rodríguez DiezCésar Ignacio García-OsorioPublished in: Expert Syst. Appl. (2016)
Keyphrases
- instance selection
- feature and instance selection
- nearest neighbor
- data reduction
- text classification
- multi class
- multiple instance learning
- knowledge discovery and data mining
- classification accuracy
- supervised learning
- semi supervised learning
- regression problems
- model selection
- evaluation criteria
- feature selection
- support vector machine
- concept drift
- multi modal
- data analysis
- support vector
- naive bayes
- image understanding
- active learning
- pairwise
- preprocessing
- class imbalanced