A comparative study on base classifiers in ensemble methods for credit scoring.
Joaquín AbellánJavier G. CastellanoPublished in: Expert Syst. Appl. (2017)
Keyphrases
- credit scoring
- ensemble methods
- base classifiers
- logistic regression
- decision trees
- prediction accuracy
- ensemble learning
- machine learning methods
- random forest
- random forests
- benchmark datasets
- support vector machine svm
- classifier ensemble
- meta learning
- base learners
- majority voting
- naive bayes
- ensemble classifier
- classifier combination
- ensemble feature selection
- multi class
- support vector
- individual classifiers
- machine learning
- face recognition
- pattern recognition
- knowledge discovery
- ensemble members
- evolutionary algorithm