GPCRpred: an SVM-based method for prediction of families and subfamilies of G-protein coupled receptors.
Manoj BhasinG. P. S. RaghavaPublished in: Nucleic Acids Res. (2004)
Keyphrases
- high precision
- detection method
- high accuracy
- computational cost
- clustering method
- fully automatic
- experimental evaluation
- support vector machine
- prediction accuracy
- cost function
- optimization algorithm
- segmentation algorithm
- support vector machine svm
- theoretical analysis
- segmentation method
- similarity measure
- classification accuracy
- prior knowledge
- optimization method
- synthetic data
- learning algorithm
- protein sequences
- model selection
- medical images
- markov random field
- semi supervised
- dynamic programming
- significant improvement
- preprocessing