GM4OS: An Evolutionary Oversampling Approach for Imbalanced Binary Classification Tasks.
Davide FarinatiLeonardo VanneschiPublished in: EvoApplications@EvoStar (2024)
Keyphrases
- binary classification tasks
- class imbalance
- multi class
- minority class
- cost sensitive
- operating system
- feature selection
- k nearest neighbor
- multi task learning
- knn
- class distribution
- active learning
- cost sensitive learning
- support vector machine
- sampling methods
- multi task
- nearest neighbour
- pairwise
- learning tasks
- nearest neighbor
- training set
- feature space
- support vector
- classification error
- neural network
- training data
- text classification
- decision boundary
- machine learning
- data mining