Neighborhood rough set and SVM based hybrid credit scoring classifier.
Ping YaoYongheng LuPublished in: Expert Syst. Appl. (2011)
Keyphrases
- rough sets
- credit scoring
- information entropy
- support vector machine svm
- svm classifier
- support vector machine
- rough set theory
- support vector
- logistic regression
- data mining
- pattern recognition
- fuzzy sets
- decision rules
- data analysis
- attribute reduction
- credit card
- class labels
- decision table
- decision trees
- classification algorithm
- feature selection
- data mining technology
- continuous valued attributes
- k nearest neighbor
- databases
- knn
- feature space
- training data
- feature extraction
- feature set
- fuzzy logic
- active learning
- real world
- natural language processing
- high dimensional
- training set
- artificial intelligence
- learning algorithm
- machine learning
- data sets