Credit scoring by leveraging an ensemble stochastic criterion in a transformed feature space.
Salvatore CartaAnselmo FerreiraDiego Reforgiato RecuperoRoberto SaiaPublished in: Prog. Artif. Intell. (2021)
Keyphrases
- credit scoring
- feature space
- logistic regression
- feature selection
- training set
- support vector machine svm
- information entropy
- feature vectors
- high dimensional
- credit card
- classification accuracy
- random forests
- feature set
- naive bayes
- data mining technology
- support vector machine
- feature extraction
- neural network
- input space
- linear discriminant analysis
- data mining
- kernel function
- input data
- random forest
- dimensionality reduction
- principal component analysis
- support vector
- k nearest neighbor
- low dimensional
- ensemble methods
- factor analysis
- data points
- text categorization
- data mining algorithms
- risk assessment
- text mining