Improvements to the SMO algorithm for SVM regression.
Shirish K. ShevadeS. Sathiya KeerthiChiranjib BhattacharyyaK. R. K. MurthyPublished in: IEEE Trans. Neural Networks Learn. Syst. (2000)
Keyphrases
- support vector machine svm
- preprocessing
- classification algorithm
- cost function
- sequential minimal optimization
- learning algorithm
- detection algorithm
- support vector
- regression problems
- expectation maximization
- model selection
- convergence rate
- regression model
- kernel function
- objective function
- computational complexity
- particle swarm optimization
- regression method
- probabilistic model
- dynamic programming
- np hard
- optimal solution
- training algorithm
- aggregating algorithm
- classification method
- svm classifier
- segmentation algorithm
- k nearest neighbor
- knn
- k means
- feature selection