Hybrid Classifier Using Neighborhood Rough Set and SVM for Credit Scoring.
Ping YaoPublished in: BIFE (2009)
Keyphrases
- rough sets
- credit scoring
- support vector machine svm
- svm classifier
- information entropy
- feature reduction
- support vector machine
- support vector
- logistic regression
- rough set theory
- pattern recognition
- fold cross validation
- decision rules
- data mining
- classification algorithm
- training data
- knn
- fuzzy sets
- feature selection
- k nearest neighbor
- feature space
- feature extraction
- attribute reduction
- training set
- decision table
- linear discriminant analysis
- data analysis
- naive bayes
- decision trees
- classification accuracy
- neural network
- multi class
- information retrieval
- feature subset
- naive bayes classifier
- pairwise
- learning algorithm
- data mining technology
- machine learning
- preprocessing
- face recognition
- artificial intelligence