The Generalization Ability of SVM Classification Based on Markov Sampling.
Jie XuYuan Yan TangBin ZouZongben XuLuoqing LiYang LuBaochang ZhangPublished in: IEEE Trans. Cybern. (2015)
Keyphrases
- generalization ability
- svm classification
- support vector machine svm
- support vector machine
- svm training
- support vector
- svm classifier
- ensemble learning
- kernel function
- k nearest neighbor
- machine learning
- knn
- feature extraction
- pattern recognition
- multi class
- ensemble methods
- classification method
- learning algorithm
- classification accuracy
- feature vectors
- binary classification
- training data
- sample size
- bp neural network
- hyperplane
- similarity measure
- neural network
- image classification