Improving Risk Predictions by Preprocessing Imbalanced Credit Data.
Vicente GarcíaAna Isabel MarquésJosé Salvador SánchezPublished in: ICONIP (2) (2012)
Keyphrases
- data analysis
- database
- data sets
- synthetic data
- preprocessing
- raw data
- data sources
- data collection
- image data
- data processing
- data points
- high dimensional
- high quality
- small number
- statistical analysis
- historical data
- risk management
- predicted values
- test data
- data distribution
- sensor data
- labeled data
- input data
- data mining techniques
- end users