A novel method for protein subcellular localization: Combining residue-couple model and SVM.
Jian GuoYuanlie LinZhirong SunPublished in: APBC (2005)
Keyphrases
- objective function
- support vector machine svm
- mathematical model
- test data
- hybrid model
- classification method
- hybrid method
- statistical model
- linear regression
- theoretical analysis
- classification algorithm
- parameter estimation
- support vector machine
- cost function
- linear model
- similarity measure
- optimization method
- autoregressive
- bayesian framework
- gaussian distribution
- machine learning
- predictive model
- probabilistic model
- modeling method
- energy function
- em algorithm
- ls svm
- prediction model
- bp neural network
- pairwise
- reconstruction method
- decision function
- training algorithm
- sensitivity analysis
- segmentation method
- markov random field
- feature set
- least squares
- prior knowledge
- feature extraction