Feature selection for multi-labeled data based on label enhancement technique and mutual information.
Qinli ZhangSuping LiuJun WangZhaowen LiChing-Feng WenPublished in: Inf. Sci. (2024)
Keyphrases
- labeled data
- mutual information
- feature selection
- text classification
- class labels
- unlabeled data
- semi supervised learning
- semi supervised
- label propagation
- labeling process
- labeling effort
- multi label learning
- label information
- active learning
- conditional mutual information
- supervised learning
- information gain
- text categorization
- unlabeled instances
- training data
- feature engineering
- multi label
- image registration
- domain adaptation
- similarity measure
- transfer learning
- labeled examples
- labeled and unlabeled data
- dimensionality reduction
- labeled training data
- labeled training examples
- data points
- semi supervised classification
- prior knowledge
- machine learning
- training examples
- unsupervised learning
- naive bayes
- feature set
- image processing
- labeled data for training
- labeled instances
- feature subset
- text mining
- support vector machine
- knn
- classification accuracy
- learning algorithm
- co training
- cross domain
- pairwise
- training set
- feature space
- support vector
- feature extraction