Balancing Agents for Mining Imbalanced Multiclass Datasets - Performance Evaluation.
Joanna JedrzejowiczPiotr JedrzejowiczPublished in: ICCS (3) (2023)
Keyphrases
- multi class
- binary classification problems
- single class
- multi class classification
- binary classification
- multiclass problems
- pairwise
- support vector machine
- multiclass classification
- binary and multi class
- multi class problems
- benchmark datasets
- multiple classes
- multi task
- multiclass learning
- cost sensitive
- binary classifiers
- text mining
- cost sensitive classification
- base classifiers
- class imbalance
- binary classification tasks
- feature selection
- data mining
- error correcting output codes
- data sets
- multiclass support vector machines
- multinomial logistic regression
- decision trees
- training data
- learning tasks