Using novel noise filtering techniques to ensemble classifiers for credit scoring * Using noise filtering techniques to ensemble classifiers for credit scoring.
Thi Ngoc Anh NguyenQuynh Pham-NhuLuong Ngoc SonNam Vu-ThanhPublished in: TAAI (2019)
Keyphrases
- credit scoring
- ensemble classifier
- noise filtering
- logistic regression
- support vector machine svm
- denoising
- ensemble learning
- support vector machine
- random forest
- ensemble methods
- decision trees
- concept drift
- data mining
- feature selection
- base classifiers
- classification models
- preprocessing step
- pattern recognition
- machine learning methods
- databases
- prediction accuracy
- k nearest neighbor
- data streams
- support vector