A Hybrid Approach to Error Reduction of Support Vector Machines in Document Classification.
Yoon-Shik TaeJeong Woo SonMi-hwa KongJun-Seok LeeSeong-Bae ParkSang-Jo LeePublished in: ITNG (2006)
Keyphrases
- document classification
- error reduction
- support vector
- classification accuracy
- feature selection
- text categorization
- text classification
- classification error
- web documents
- text mining
- classification algorithm
- text documents
- significant improvement
- support vector machine
- semi supervised
- cross validation
- svm classifier
- knn
- class imbalance
- keywords