A Relabeling Approach to Handling the Class Imbalance Problem for Logistic Regression.
Yazhe LiNiall M. AdamsTony BellottiPublished in: J. Comput. Graph. Stat. (2022)
Keyphrases
- logistic regression
- class imbalance
- class distribution
- cost sensitive
- active learning
- decision trees
- naive bayes
- cost sensitive learning
- support vector
- sampling methods
- random forests
- loss function
- feature selection
- high dimensionality
- rare events
- minority class
- concept drift
- training data
- neural network
- bayesian network classifiers
- test data
- text categorization
- misclassification costs
- fold cross validation
- classification trees
- training set
- data sets