Investigating Decision Tree in Churn Prediction with Class Imbalance.
Bing ZhuGuicai XieYuan YuanYiqin DuanPublished in: ICDPA (2018)
Keyphrases
- class imbalance
- churn prediction
- decision trees
- random forest
- rule induction
- class distribution
- active learning
- cost sensitive
- naive bayes
- training data
- data mining
- training set
- high dimensionality
- concept drift
- credit risk
- machine learning algorithms
- decision rules
- feature selection
- logistic regression
- machine learning
- classification rules
- minority class
- base classifiers
- ensemble methods
- learning algorithm
- attribute selection
- class labels
- information gain
- association rules
- feature space
- similarity measure