Credit scoring for a microcredit data set using the synthetic minority oversampling technique and ensemble classifiers.
Adaleta GicicAbdulhamit SubasiPublished in: Expert Syst. J. Knowl. Eng. (2019)
Keyphrases
- credit scoring
- ensemble classifier
- data sets
- logistic regression
- support vector machine svm
- ensemble learning
- minority class
- support vector machine
- concept drift
- real world
- training set
- credit card
- class distribution
- ensemble methods
- base classifiers
- class imbalance
- information entropy
- random forest
- data mining technology
- training data
- data mining
- fusion method
- decision trees
- computer vision
- classification models
- original data
- nearest neighbor
- face recognition
- test data
- naive bayes
- classification accuracy