A Hybrid Approach Using Oversampling Technique and Cost-Sensitive Learning for Bankruptcy Prediction.
Tuong LeMinh Thanh VoBay VoMi Young LeeSung Wook BaikPublished in: Complex. (2019)
Keyphrases
- bankruptcy prediction
- cost sensitive learning
- class imbalance
- minority class
- cost sensitive
- class distribution
- learning vector quantization
- active learning
- financial data
- misclassification costs
- credit card
- binary classification
- fraud detection
- sampling methods
- multi class
- rule extraction
- concept drift
- high dimensionality
- missing values
- literature review
- decision trees
- learning algorithm
- data sets
- missing data
- test set
- training examples
- classification accuracy
- data streams
- feature selection
- machine learning