BASIL: Balanced Active Semi-supervised Learning for Class Imbalanced Datasets.
Suraj KothawadePavan Kumar ReddyGanesh RamakrishnanRishabh K. IyerPublished in: CoRR (2022)
Keyphrases
- semi supervised learning
- imbalanced datasets
- unlabeled data
- class distribution
- semi supervised
- labeled data
- cost sensitive learning
- supervised learning
- class imbalance
- machine learning
- active learning
- training data
- unsupervised learning
- learning problems
- imbalanced data
- text categorization
- class labels
- sampling methods
- decision trees
- learning models
- training dataset
- minority class
- cost sensitive
- ensemble methods
- learning tasks
- binary classification
- text classification
- bayesian networks
- face recognition
- learning algorithm