Modeling DNA affinity landscape through two-round support vector regression with weighted degree kernels.
Xiaolei WangHiroyuki KuwaharaXin GaoPublished in: BMC Syst. Biol. (2014)
Keyphrases
- support vector regression
- kernel function
- support vector classification
- kernel learning
- support vector
- hybrid model
- regression model
- hybrid genetic
- multiple kernel
- kernel methods
- support vector machine svm
- pairwise
- feature space
- response surface methodology
- singular spectrum analysis
- forecasting model
- pattern recognition
- dna sequences
- linear combination
- support vector machine
- wavelet neural network
- optimal parameters
- modeling method
- solution path
- forecasting accuracy
- sequential minimal optimization
- kernel matrix
- wavelet frame