Binary classification of imbalanced datasets: The case of CoIL challenge 2000.
Mohammad Rasoul Khalilpour DarziSeyed Taghi Akhavan NiakiMajid KhedmatiPublished in: Expert Syst. Appl. (2019)
Keyphrases
- binary classification
- class imbalance
- imbalanced datasets
- ensemble methods
- cost sensitive learning
- cost sensitive
- class distribution
- multi class
- support vector
- multi class classification
- learning problems
- active learning
- support vector machine
- multi label
- sampling methods
- binary classifiers
- benchmark datasets
- high dimensionality
- generalization error
- machine learning methods
- concept drift
- misclassification costs
- training data
- model selection