Self-Configuring Hybrid Evolutionary Algorithm for Fuzzy Imbalanced Classification with Adaptive Instance Selection.
Vladimir StanovovEugene SemenkinOlga SemenkinaPublished in: J. Artif. Intell. Soft Comput. Res. (2016)
Keyphrases
- instance selection
- class imbalanced
- feature and instance selection
- text classification
- classification accuracy
- supervised learning
- multiple instance learning
- data reduction
- semi supervised learning
- classification algorithm
- feature selection
- fuzzy sets
- feature space
- nearest neighbor
- support vector machine
- training set
- image classification
- neural network
- multi class
- decision trees
- classification rules
- decision boundary
- preprocessing
- machine learning
- class imbalance
- evaluation criteria
- fuzzy rules
- decision rules
- unsupervised learning
- model selection
- knowledge discovery