Using partial least squares and support vector machines for bankruptcy prediction.
Zijiang YangWenjie YouGuoli JiPublished in: Expert Syst. Appl. (2011)
Keyphrases
- partial least squares
- bankruptcy prediction
- support vector
- ls svm
- learning vector quantization
- discriminant analysis
- dimension reduction
- financial data
- literature review
- principal component regression
- credit card
- generalization ability
- cross validation
- financial ratios
- feature selection
- linear discriminant analysis
- hyperparameters
- factor analysis
- kernel function
- classification accuracy
- principal component analysis
- least squares
- support vector machine
- radial basis function
- variable selection
- svm classifier