Cost Matters: A New Example-Dependent Cost-Sensitive Logistic Regression Model.
Nikou GünnemannJürgen PfefferPublished in: PAKDD (1) (2017)
Keyphrases
- cost sensitive
- regression model
- cost sensitive learning
- cost sensitive classification
- multi class
- misclassification costs
- binary classification
- regression methods
- regression analysis
- naive bayes
- class distribution
- prediction model
- class imbalance
- generalized linear models
- model selection
- interval valued data
- explanatory variables
- logistic regression
- active learning
- regression trees
- cost sensitive boosting
- data mining
- multivariate regression
- expected cost
- support vector machine
- neural network