Optimization and Application of Support Vector Machine Based on SVM Algorithm Parameters.
Huifeng YanWeifeng WangJie LiuPublished in: J. Digit. Inf. Manag. (2013)
Keyphrases
- optimization algorithm
- optimal parameters
- expectation maximization
- preprocessing
- support vector machine svm
- levenberg marquardt
- optimal solution
- learning algorithm
- classification algorithm
- detection algorithm
- segmentation algorithm
- input data
- multi class
- dynamic programming
- k means
- computational complexity
- search space
- support vector machine
- fine tuning
- multi class classification
- combinatorial optimization
- cost function
- feature vectors
- least squares
- alternating optimization
- stochastic gradient
- optimization criteria
- probabilistic model
- neural network
- quadratic programming
- feature selection
- parameter selection
- training algorithm
- optimization process
- parameter settings
- optimization method
- similarity measure
- objective function