A Novel Example-Dependent Cost-Sensitive Stacking Classifier to Identify Tax Return Defaulters.
Sanat BhargavaM. Ravi KumarPriya MehtaJithin MathewsK. Sandeep KumarCh. Sobhan BabuPublished in: BIS (2021)
Keyphrases
- cost sensitive
- cost sensitive classification
- cost sensitive learning
- multi class
- misclassification costs
- probability estimates
- class dependent
- binary classification
- class probabilities
- base classifiers
- support vector machine
- class distribution
- active learning
- naive bayes
- training data
- class imbalance
- error rate
- confidence weighted
- feature space
- binary classifiers
- classifier combination
- linear classifiers
- neural network
- cost sensitive boosting
- k nearest neighbor
- feature set
- decision trees
- feature selection