K-SVM: An Effective SVM Algorithm Based on K-means Clustering.
Yukai YaoYang LiuYongqing YuHong XuWeiming LvZhao LiXiaoyun ChenPublished in: J. Comput. (2013)
Keyphrases
- support vector machine svm
- classification algorithm
- multi class classification
- k means
- support vector
- computationally efficient
- learning algorithm
- knn
- support vector machine
- computational complexity
- improved algorithm
- objective function
- optimization algorithm
- segmentation algorithm
- worst case
- search space
- multi class
- np hard
- dynamic programming
- decision function
- cost function
- convergence rate
- clustering method
- detection algorithm
- computational cost
- particle swarm optimization
- svm classifier
- matching algorithm
- classification method
- probabilistic model
- recognition algorithm
- k nearest neighbor
- training algorithm
- optimal parameters
- reduced set
- simulated annealing