Identification of Proteins Secreted by Malaria Parasite into Erythrocyte using SVM and PSSM profiles.
Ruchi VermaAjit TiwariSukhwinder KaurGrish C. VarshneyGajendra P. S. RaghavaPublished in: BMC Bioinform. (2008)
Keyphrases
- support vector machine svm
- support vector
- amino acid composition
- digital images
- support vector machine
- mass spectrometry
- protein sequences
- knn
- feature selection
- computer assisted diagnosis
- protein structure
- amino acids
- secondary structure
- computational methods
- classification method
- multi class
- svm classification
- hyperplane
- subcellular localization
- protein secondary structure prediction
- protein protein interaction networks
- pattern recognition
- feature space
- chemical compounds
- amino acid sequences
- protein function
- generalization ability
- kernel methods