Adaptive Training of a Kernel-Based Representative and Discriminative Nonlinear Classifier.
Benyong LiuJing ZhangXiaowei ChenPublished in: ISNN (2) (2007)
Keyphrases
- discriminative classifiers
- training set
- training samples
- training process
- support vector machine
- training examples
- classifier training
- support vector
- supervised training
- positive training examples
- discriminative training
- kernel pca
- feature space
- feature selection
- online learning
- linear classifiers
- discriminative learning
- feature selection and classifier
- text classifiers
- labeled training data
- discriminative information
- supervised learning
- training data
- bayesian network classifiers
- kernel methods
- sufficient training data
- unsupervised learning
- active learning
- decision stumps
- training dataset
- decision trees
- multi layer perceptron
- labeled images
- machine learning
- classification algorithm
- class labels
- test set
- image classification
- object detection
- data sets
- learning algorithm
- face recognition
- classification performances
- feature extraction
- feature vectors
- multi class
- semi supervised
- multiple kernel learning
- text categorization
- linear svm
- svm classifier
- training phase