Inverse random under sampling for class imbalance problem and its application to multi-label classification.
Muhammad Atif TahirJosef KittlerFei YanPublished in: Pattern Recognit. (2012)
Keyphrases
- class imbalance
- multi label classification
- binary classification
- multi label
- class distribution
- cost sensitive
- active learning
- binary classifiers
- multi class classification
- text categorization
- image annotation
- multi class
- concept drift
- semi supervised
- image classification
- high dimensionality
- semi supervised learning
- classification algorithm
- data analysis
- feature selection
- text classification
- data sets
- naive bayes
- training set
- bayesian networks
- data mining
- neural network