Modified matrix splitting method for the support vector machine and its application to the credit classification of companies in Korea.
Gitae KimChih-Hang WuSungmook LimJumi KimPublished in: Expert Syst. Appl. (2012)
Keyphrases
- support vector machine
- classification method
- support vector machine svm
- machine learning
- classification accuracy
- feature selection
- classification algorithm
- pattern classification
- benchmark data sets
- evaluation method
- preprocessing
- pattern recognition
- support vector
- dimension reduction
- classification scheme
- decision forest
- svm classifier
- training samples
- knn
- feature vectors
- pairwise
- objective function
- similarity measure
- missing data
- cross validation
- model selection
- feature space
- generalization ability