Online Streaming Feature Selection Based on Feature Interaction.
Yan LvYaojin LinXiangyan ChenDongxing WangChenxi WangPublished in: ICKG (2020)
Keyphrases
- feature selection
- feature set
- irrelevant features
- feature subset
- redundant features
- real time
- discriminative features
- online learning
- preprocessing step
- selecting features
- selection criterion
- feature selection algorithms
- feature ranking
- input features
- human computer interaction
- face to face interaction
- supervised feature selection
- multi class
- text categorization
- feature relevance
- feature space
- classification accuracy
- knn
- image features
- dimensionality reduction
- mutual information
- information gain
- classification models
- feature vectors
- feature weights
- text classification
- data streams
- model selection
- website
- machine learning