Obtaining Pareto Front in Instance Selection with Ensembles and Populations.
Miroslaw KordosMarcin WydrzynskiKrystian LapaPublished in: ICAISC (1) (2018)
Keyphrases
- instance selection
- nearest neighbor
- feature and instance selection
- text classification
- multi objective
- multiple instance learning
- data reduction
- multi class
- classification accuracy
- supervised learning
- support vector machine
- semi supervised learning
- knowledge discovery and data mining
- decision trees
- feature selection
- ensemble methods
- evaluation criteria
- machine learning
- ensemble learning
- data compression
- concept drift
- labeled data
- prior knowledge
- base classifiers
- classification rules
- multi modal
- co training
- evolutionary algorithm
- preprocessing
- support vector
- class imbalanced
- information retrieval