Design Methodology of Queue-Based Fast Classification for Sequential Minimal Optimization in SVM ML-Training.
Xin-Yu ShihHsiang-En WuPublished in: ICCE-TW (2022)
Keyphrases
- sequential minimal optimization
- design methodology
- support vector
- support vector machine
- support vector machine svm
- radial basis function
- training set
- support vector regression
- svm classifier
- quadratic programming
- feature vectors
- feature selection
- generalization ability
- object oriented
- training samples
- design process
- maximum likelihood
- pattern recognition
- kernel function
- em algorithm
- classification accuracy
- artificial neural networks
- model selection
- cross validation
- feature space