Kernel Function Studies on the Support Vector Machine in Lower Limb Motion Pattern Recognition of Stoke Patients.
Liye RenLirong WangPing FengHua TianPublished in: MSN (2013)
Keyphrases
- kernel function
- support vector machine
- pattern recognition
- kernel methods
- support vector
- support vector machine svm
- feature space
- machine learning
- svm classifier
- input space
- svm classification
- support vector regression
- neural network
- multi class
- support vectors
- high dimensional
- hyperplane
- kernel parameters
- positive definite
- image processing
- decision boundary
- polynomial kernels
- kernel principal component analysis
- kernel learning
- reproducing kernel hilbert space
- kernel matrix
- generalization ability
- feature selection
- feature vectors
- feature extraction
- training data
- k nearest neighbor
- high dimensional feature space
- feature set
- learning machines
- gaussian kernel
- gaussian kernels
- dimensionality reduction
- dot product
- multiple kernel learning
- kernel machines
- low dimensional