Automated Feature Selection: A Reinforcement Learning Perspective.
Kunpeng LiuYanjie FuLe WuXiaolin LiCharu AggarwalHui XiongPublished in: IEEE Trans. Knowl. Data Eng. (2023)
Keyphrases
- feature selection
- reinforcement learning
- state space
- machine learning
- function approximation
- semi automated
- text categorization
- support vector
- model free
- viewpoint
- high dimensionality
- fully automated
- mutual information
- feature space
- computer aided
- text classification
- feature set
- information gain
- model selection
- multi task
- small sample
- unsupervised feature selection
- method for feature selection
- multi class
- feature extraction
- classification models
- naive bayes
- data sets
- multi agent
- feature selection algorithms
- decision trees
- temporal difference
- learning algorithm
- automated analysis
- irrelevant features
- data mining
- neural network