NFL-SVM: An Effective Algorithm for Solving Misclassification in SVM.
Xianfei ZhangBicheng Li PanyuanPublished in: ICNC (1) (2007)
Keyphrases
- support vector machine svm
- classification algorithm
- decision function
- optimal parameters
- dynamic programming
- computational complexity
- preprocessing
- probabilistic model
- support vector
- learning algorithm
- k means
- detection algorithm
- multi class classification
- optimization algorithm
- improved algorithm
- multi class
- linear programming
- optimal solution
- search space
- convex hull
- convex quadratic programming
- decision forest
- svm classification
- support vectors
- training algorithm
- feature space
- convergence rate
- knn
- feature vectors
- computationally efficient
- machine learning
- np hard
- support vector machine
- classification method
- active learning
- cost sensitive
- cost function
- expectation maximization
- objective function
- quadratic programming
- markov random field
- feature extraction