A multi-objective evolutionary algorithm based on length reduction for large-scale instance selection.
Fan ChengFeixiang ChuLei ZhangPublished in: Inf. Sci. (2021)
Keyphrases
- instance selection
- data reduction
- nearest neighbor
- feature and instance selection
- supervised learning
- semi supervised learning
- multiple instance learning
- multi class
- classification accuracy
- text classification
- real world
- knowledge discovery and data mining
- data compression
- feature selection
- knn
- unsupervised learning
- semi supervised
- preprocessing
- dimensionality reduction
- microarray
- classification rules
- rough set theory
- singular value decomposition
- rough sets
- concept drift
- evaluation criteria
- principal component analysis
- active learning