AdamR at SemEval-2023 Task 10: Solving the Class Imbalance Problem in Sexism Detection with Ensemble Learning.
Adam RydelekDaryna DementievaGeorg GrohPublished in: SemEval@ACL (2023)
Keyphrases
- ensemble learning
- software defect prediction
- class imbalance
- concept drift
- minority class
- generalization ability
- class distribution
- ensemble methods
- imbalanced data
- base classifiers
- change detection
- ensemble classifier
- random forest
- feature selection
- data streams
- cost sensitive
- prediction accuracy
- unlabeled data
- pattern recognition
- sample selection bias
- classification algorithm
- neural network
- graph cuts
- active learning
- high dimensionality