Class Imbalance Oriented Logistic Regression.
Yadong DongHuaping GuoWeimei ZhiMing FanPublished in: CyberC (2014)
Keyphrases
- logistic regression
- class imbalance
- cost sensitive
- class distribution
- active learning
- naive bayes
- decision trees
- cost sensitive learning
- support vector
- high dimensionality
- loss function
- random forests
- misclassification costs
- sampling methods
- bayesian network classifiers
- concept drift
- feature selection
- fold cross validation
- classification trees
- rare events
- knowledge discovery
- supervised learning
- classification accuracy
- training data
- learning algorithm
- data mining