Classify a Protein Domain Using SVM Sigmoid Kernel.
Ummi Kalsum HassanNazri Mohd NawiShahreen KasimAzizul Azhar RamliMohd Farhan Md FudzeeMohamad Aizi SalamatPublished in: SCDM (2014)
Keyphrases
- support vector
- kernel function
- kernel methods
- support vector machine svm
- decision function
- transfer function
- kernel space
- logistic regression
- string kernels
- support vector machine
- multi class
- svm classifier
- kernel parameters
- rbf kernel
- domain specific
- feature space
- protein classification
- training data
- kernel machines
- svm classification
- polynomial kernels
- belief networks
- kernel matrix
- feature selection
- kernel pca
- hyperplane
- multiple kernel
- protein folding
- remote homology detection
- gaussian kernel
- reproducing kernel hilbert space
- multiple kernel learning
- support vectors
- neural network
- input space
- classification algorithm
- knn
- pairwise
- machine learning