The effect of class distribution on classification algorithms in credit risk assessment.
Kristina AndricDamir KalpicPublished in: MIPRO (2016)
Keyphrases
- class distribution
- class imbalance
- machine learning algorithms
- learning algorithm
- machine learning
- decision trees
- benchmark datasets
- cost sensitive learning
- classification algorithm
- cost sensitive
- training set
- supervised learning
- machine learning methods
- imbalanced datasets
- high dimensional
- data sets
- feature space
- decision boundary
- feature extraction
- majority class
- roc analysis