GSVM: An SVM for handling imbalanced accuracy between classes inbi-classification problems.
Luis González AbrilHaydemar NúñezCecilio AnguloFrancisco Velasco MorentePublished in: Appl. Soft Comput. (2014)
Keyphrases
- statistical learning theory
- support vector
- binary classification problems
- support vector machine svm
- single class
- high accuracy
- support vector machine
- multi class
- class imbalanced
- feature selection
- classification accuracy
- fold cross validation
- granular computing
- machine learning
- generalization ability
- prediction accuracy
- feature vectors
- data mining
- svm classifier
- binary classification
- kernel function
- fuzzy logic
- pattern recognition
- multi class problems