Three-objective constrained evolutionary instance selection for classification: Wrapper and filter approaches.
Fernando JiménezGracia SánchezJosé PalmaGuido SciaviccoPublished in: Eng. Appl. Artif. Intell. (2022)
Keyphrases
- instance selection
- feature and instance selection
- feature selection
- text classification
- nearest neighbor
- classification accuracy
- support vector machine
- image classification
- wrapper method
- data reduction
- pattern recognition
- supervised learning
- decision trees
- machine learning
- neural network
- semi supervised learning
- preprocessing
- multi modal
- multiple instance learning
- multi class
- feature space
- classification algorithm
- singular value decomposition
- concept drift
- feature selection algorithms
- support vector