On Class Imbalance Correction for Classification Algorithms in Credit Scoring.
Bernd BischlTobias KühnGero SzepannekPublished in: OR (2014)
Keyphrases
- class imbalance
- credit scoring
- machine learning algorithms
- classification algorithm
- decision trees
- cost sensitive learning
- learning algorithm
- cost sensitive
- class distribution
- support vector machine svm
- benchmark datasets
- pattern recognition
- classification accuracy
- neural network
- machine learning
- high dimensionality
- decision rules
- logistic regression
- supervised learning
- knn
- nearest neighbour
- active learning
- feature vectors