Robust Locality-Aware Regression for Labeled Data Classification.
Liangchen HuWensheng ZhangPublished in: CoRR (2020)
Keyphrases
- labeled data
- text classification
- class labels
- unlabeled data
- supervised learning
- semi supervised
- labeled and unlabeled data
- semi supervised learning
- semi supervised classification
- co training
- training data
- active learning
- transfer learning
- supervised learning algorithms
- label information
- domain adaptation
- labeled instances
- unlabeled samples
- support vector
- labeling process
- fully supervised
- semi supervised learning algorithms
- classification accuracy
- machine learning
- partially labeled data
- labeled training data
- semisupervised learning
- feature selection
- model selection
- classification systems
- training examples
- labeling effort
- supervised classifiers
- data points
- learning algorithm
- classification models
- decision trees
- decision boundary
- feature extraction
- support vector machine
- training set
- prior knowledge
- label propagation
- loss function
- instance selection
- feature vectors
- knn
- dimensionality reduction
- supervised classification
- pattern classification
- learning tasks
- data sets