A novel hybrid credit scoring model based on ensemble feature selection and multilayer ensemble classification.
Diwakar TripathiDamodar Reddy EdlaRamalingaswamy CherukuVenkatanareshbabu KuppiliPublished in: Comput. Intell. (2019)
Keyphrases
- credit scoring
- ensemble classification
- ensemble feature selection
- ensemble methods
- logistic regression
- ensemble learning
- ensemble classifier
- decision trees
- prediction accuracy
- benchmark datasets
- random forest
- support vector machine svm
- machine learning methods
- credit card
- data mining technology
- base classifiers
- generalization ability
- feature selection
- feature subset
- concept drift
- support vector
- data mining
- unsupervised learning
- neural network
- support vector machine
- training set
- clustering algorithm
- computer vision