Tuning SVM Parameters for Classifying Geographical Origins of Chinese Medical Herbs.
Jianhua XuXuegong ZhangSuqin SunPublished in: Int. J. Wavelets Multiresolution Inf. Process. (2006)
Keyphrases
- traditional chinese medicine
- support vector
- fine tuning
- parameter settings
- support vector machine svm
- parameter tuning
- tuning parameters
- medical diagnosis
- multi class
- machine learning
- kernel parameters
- optimal parameters
- knn
- maximum likelihood
- support vector machine
- automatic classification
- neural network
- parameter estimation
- kernel function
- classification algorithm
- generalization ability
- artificial neural networks
- ls svm
- feature space
- pattern recognition
- radial basis function neural network
- bayesian networks
- genetic algorithm