Prediction of amphipathic in-plane membrane anchors in monotopic proteins using a SVM classifier.
Nicolas SapayYann GuermeurGilbert DeléagePublished in: BMC Bioinform. (2006)
Keyphrases
- svm classifier
- support vector machine
- support vector machine svm
- support vector
- image classification
- subcellular localization
- living cells
- prediction accuracy
- feature vectors
- protein structure prediction
- wet lab
- svm classification
- support vectors
- protein sequences
- amino acid sequences
- training set
- hyperplane
- kernel function
- semi supervised
- principle component analysis
- prediction model
- protein interaction
- informative features
- drug design
- computational methods
- decision function
- database
- least squares support vector machine
- fold cross validation
- protein structure
- adaboost classifier
- classification accuracy
- physicochemical properties
- feature extraction