Classification-Friendly Sparse Encoder and Classifier Learning.
Chunyu YangWeiwei WangXiangchu FengShuisheng ZhouPublished in: IEEE Access (2020)
Keyphrases
- learning phase
- learning algorithm
- multi category
- dictionary learning
- support vector
- classification algorithm
- supervised learning
- classification accuracy
- classification scheme
- multi class classifier
- positive and unlabeled examples
- learning tasks
- feature selection
- feature space
- learning process
- support vector machine
- generalization capabilities
- weak learners
- labeled and unlabeled data
- reinforcement learning
- co training
- classification method
- decision trees
- multiple classifiers
- nearest neighbor classifier
- active learning
- bayesian network classifiers
- feature set
- learning vector quantization
- training data
- bayesian classifier
- classification process
- margin maximization
- training samples
- classification rate
- training process
- classification models
- incremental learning
- svm classifier
- machine learning
- semi supervised
- knn
- classifier ensemble
- binary classifiers
- decision boundary
- unlabeled data
- support vector machine svm
- training set