An Incremental Learning Ensemble Method for Imbalanced Credit Scoring.
Jin TianXinye LiuMinqiang LiPublished in: SSCI (2019)
Keyphrases
- incremental learning
- credit scoring
- ensemble methods
- logistic regression
- decision trees
- prediction accuracy
- benchmark datasets
- base classifiers
- ensemble learning
- machine learning methods
- support vector machine svm
- random forests
- random forest
- credit card
- supervised learning
- data mining technology
- ensemble classifier
- class distribution
- semi supervised
- data mining
- learning process
- feature subset
- information entropy
- support vector machine
- bayesian networks
- loss function
- base learners