Multi-label causal feature selection based on neighbourhood mutual information.
Jie WangYaojin LinLongzhu LiYun-an WangMeiyan XuJinkun ChenPublished in: Int. J. Mach. Learn. Cybern. (2022)
Keyphrases
- multi label
- mutual information
- feature selection
- text categorization
- text classification
- information gain
- multi label classification
- conditional mutual information
- multi label learning
- binary classification
- image annotation
- image classification
- graph cuts
- learning tasks
- image registration
- support vector machine
- multi class
- multiple labels
- bayesian networks
- feature set
- machine learning
- similarity measure
- class labels
- feature extraction
- classification accuracy
- max margin
- feature selections
- training data
- support vector
- feature space
- naive bayes
- k nearest neighbor
- model selection
- knn
- feature subset
- cost sensitive
- high dimensional
- image processing
- hierarchical text categorization
- dimensionality reduction