Constructing Support Vector Machines Ensemble Classification Method for Imbalanced Datasets Based on Fuzzy Integral.
Pu ChenDayong ZhangPublished in: IEA/AIE (1) (2014)
Keyphrases
- classification method
- support vector machine
- imbalanced data
- support vector
- ensemble methods
- feature selection
- support vector machine svm
- svm classifier
- text classification
- generalization ability
- knn
- k nearest neighbor
- binary classification
- class imbalance
- ensemble learning
- kernel function
- ensemble classifier
- training set
- multi class
- class distribution
- classification algorithm
- training data
- classification accuracy
- base classifiers
- random forest
- multi class classification
- neural network
- cross validation
- logistic regression
- training examples
- feature space
- classifier ensemble
- feature vectors
- text categorization
- fusion method
- text mining
- data points