Data Mining Using Rules Extracted from SVM: An Application to Churn Prediction in Bank Credit Cards.
M. A. H. FarquadVadlamani RaviS. Bapi RajuPublished in: RSFDGrC (2009)
Keyphrases
- churn prediction
- credit risk
- credit scoring
- support vector machine svm
- data mining
- rule induction
- telecommunication services
- customer churn
- commercial banks
- evaluation method
- risk analysis
- association rules
- support vector
- financial data
- association rule mining
- support vector machine
- fraud detection
- random forest
- decision rules
- classification rules
- rule sets
- exchange rate
- svm classifier
- knowledge discovery in databases
- decision trees
- logistic regression
- credit card
- machine learning
- outlier detection
- knn
- feature vectors
- evaluation model
- information security
- application of data mining
- k nearest neighbor
- data mining techniques
- data warehouse
- feature space