Enhanced SVM-SMOTE with Cluster Consistency for Imbalanced Data Classification.
Tajul MiftahushudurHalil Mertkan SahinBruce GrieveHujun YinPublished in: IDEAL (2023)
Keyphrases
- imbalanced data classification
- feature selection
- minority class
- imbalanced data
- support vector machine
- class imbalance
- support vector machine svm
- support vector
- imbalanced datasets
- knn
- decision boundary
- class distribution
- svm classifier
- multi class
- training data
- k nearest neighbor
- training set
- machine learning
- cost sensitive learning
- classification error
- active learning
- generalization ability
- pattern classification
- support vectors
- feature vectors
- hyperplane
- classification algorithm
- class labels
- training dataset
- kernel function
- feature extraction
- decision trees
- data sets