A Novel Hybrid Approach of KPCA and SVM for Crop Quality Classification.
Wei JiangJiake LvXuan WangRongrong SunPublished in: CSSE (4) (2008)
Keyphrases
- support vector machine svm
- support vector
- feature vectors
- support vector machine
- feature space
- svm classifier
- kernel principal component analysis
- classification algorithm
- svm classification
- feature selection
- classification method
- classification accuracy
- improves the classification accuracy
- feature extraction
- machine learning
- multi class svm
- multi class
- pattern recognition
- kernel methods
- generalization ability
- decision boundary
- image classification
- kernel function
- high classification accuracy
- principal components analysis
- cost sensitive
- partially supervised
- kernel fisher discriminant
- knn
- pattern classification
- decision trees
- multi class classification
- training set
- linear discriminant analysis
- text classification
- supervised learning
- hybrid method
- radial basis function
- decision function
- face recognition
- support vector machine classifiers
- training data
- k nearest neighbor
- histogram intersection kernel