Improving imbalanced dataset classification using Conditional Classifier-Generator (cCGen).
Aniket ChakrabortyAnupama Vijaya NadarjaAbbas S. MilaniJavier Perez TobiaApurva NarayanPublished in: SMC (2022)
Keyphrases
- imbalanced datasets
- classification algorithm
- decision trees
- cost sensitive learning
- support vector
- svm classifier
- support vector machine
- classification models
- feature selection
- feature set
- feature space
- training samples
- training set
- classification accuracy
- class labels
- class distribution
- decision boundary
- rare class
- binary classifiers
- supervised learning
- training data
- majority class
- training dataset
- learning algorithm
- cost sensitive
- machine learning
- feature vectors
- naive bayes
- pattern classification
- minority class
- support vector machine svm
- text classification
- model selection
- feature extraction
- imbalanced data
- nearest neighbor
- classification trees
- ensemble classifier
- nearest neighbour
- class imbalance
- feature selection algorithms
- roc curve
- training process
- classification error
- machine learning algorithms
- decision rules