Optimising SVM to classify imbalanced data using dispersive flies optimisation.
Haya Abdullah AlhakbaniMohammad Majid al-RifaiePublished in: FedCSIS (2017)
Keyphrases
- imbalanced data
- support vector machine
- svm classifier
- linear regression
- imbalanced datasets
- ensemble methods
- class distribution
- classification models
- random forest
- sampling methods
- feature selection
- support vector
- support vector machine svm
- decision trees
- image classification
- text classification
- ensemble classifier
- decision boundary
- support vectors
- minority class
- linear classifiers
- high dimensionality
- ensemble learning
- base classifiers
- data sets
- benchmark datasets
- prediction accuracy
- principal component analysis
- learning algorithm
- genetic algorithm
- machine learning