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A DBN-based resampling SVM ensemble learning paradigm for credit classification with imbalanced data.
Lean Yu
Rongtian Zhou
Ling Tang
Rongda Chen
Published in:
Appl. Soft Comput. (2018)
Keyphrases
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imbalanced data
ensemble learning
ensemble classifier
generalization ability
ensemble methods
support vector machine
support vector machine svm
random forest
base classifiers
feature selection
classification models
decision trees
svm classifier
support vector
machine learning methods
minority class
class distribution
classification algorithm
base learners
random forests
benchmark datasets
class imbalance
concept drift
feature extraction
decision boundary
prediction accuracy
multi class
training samples
classification accuracy
training set
feature set
cost sensitive
linear regression
feature subset
class labels