L-SVM: A radius-margin-based SVM algorithm with LogDet regularization.
Jia-Zhi DuWeigang LuXiao-He WuJun-Yu DongWangmeng ZuoPublished in: Expert Syst. Appl. (2018)
Keyphrases
- support vector machine svm
- classification algorithm
- multi class
- multi class classification
- computational complexity
- support vector machine
- cost function
- detection algorithm
- training algorithm
- support vectors
- support vector
- svm classifier
- knn
- simulated annealing
- optimal parameters
- learning algorithm
- classification method
- kernel function
- dynamic programming
- active learning
- k means
- feature extraction
- np hard
- optimal solution
- training process
- regularization parameter
- binary classification
- training set
- similarity measure
- sequential minimal optimization
- maximum variance