Support Vector Machine with the Fuzzy Hybrid Kernel for Protein Subcellular Localization Classification.
Bo JinYuchun TangYan-Qing ZhangChung-Dar LuIrene T. WeberPublished in: FUZZ-IEEE (2005)
Keyphrases
- support vector machine
- support vector
- kernel methods
- kernel function
- feature space
- svm classifier
- classification method
- support vector machine svm
- svm classification
- feature vectors
- machine learning
- multi class
- fuzzy logic
- histogram intersection kernel
- fuzzy classifier
- fuzzy classification
- classification accuracy
- high classification accuracy
- training data
- k nearest neighbor
- string kernels
- generalization ability
- pattern classification
- fuzzy rules
- classification algorithm
- training set
- fuzzy sets
- text classification
- training samples
- feature selection
- tree kernels
- kernel matrix
- feature extraction
- multi class support vector machines
- neural network
- small sample
- kernel learning
- decision boundary
- support vectors
- cost sensitive
- reduced set
- ls svm
- density estimation
- polynomial kernels
- fuzzy clustering
- similarity measure