Class balancing in customer segments classification using support vector machine rule extraction and ensemble learning.
Suncica RogicLjiljana KascelanPublished in: Comput. Sci. Inf. Syst. (2021)
Keyphrases
- rule extraction
- ensemble learning
- support vector machine
- generalization ability
- feature selection
- ensemble classifier
- support vector machine svm
- rough sets
- classification rules
- black box
- neural network
- support vector
- fuzzy rules
- ensemble methods
- svm classifier
- feature vectors
- class labels
- multi class classification
- rough set theory
- classification accuracy
- base classifiers
- benchmark datasets
- multi class
- decision rules
- learning algorithm
- association rules
- pattern recognition
- feature ranking
- machine learning
- random forest
- rule sets
- feature extraction
- feature space
- text classification
- training set
- decision trees
- pairwise
- genetic algorithm
- rule induction
- nearest neighbor
- image classification
- bp neural network
- data distribution
- text categorization
- fuzzy logic
- knowledge discovery
- evolutionary algorithm
- training data
- data mining