Signal peptide discrimination and cleavage site identification using SVM and NN.
Hassan B. KazemianSyed A. YusufKenneth WhitePublished in: Comput. Biol. Medicine (2014)
Keyphrases
- knn
- amino acids
- previously identified
- mass spectrometry
- support vector
- feature selection
- support vector machine svm
- nearest neighbor
- k nearest neighbor
- website
- neural network
- support vector machine
- training process
- signal processing
- svm classifier
- classification algorithm
- tandem mass spectrometry
- high frequency
- back propagation
- artificial neural networks
- frequency domain
- multi class
- generalization ability
- non stationary
- kernel methods
- radial basis function
- training set
- svm classification
- high throughput
- protein sequences
- support vectors
- multi class classification
- feature space
- training data
- learning algorithm