Researches on algorithm for confidence evaluation and decision modification of SVM.
Xing ZhaoYanquan ZhouHuacan HePublished in: NLPKE (2009)
Keyphrases
- classification algorithm
- support vector machine svm
- expectation maximization
- detection algorithm
- objective function
- optimal solution
- learning algorithm
- high accuracy
- computational cost
- dynamic programming
- computational complexity
- k means
- optimal parameters
- improved algorithm
- similarity measure
- np hard
- high dimensional
- preprocessing
- support vector
- clustering method
- segmentation algorithm
- multi class classification
- recognition algorithm
- convergence rate
- genetic algorithm
- decision rules
- worst case
- experimental evaluation
- search space
- significant improvement