QL-SSA: An Adaptive Q-Learning based Squirrel Search Algorithm for Feature Selection.
Vandana BhartiBhaskar BiswasKaushal Kumar ShuklaPublished in: CEC (2022)
Keyphrases
- search algorithm
- feature selection
- data preprocessing
- reinforcement learning
- state space
- query language
- machine learning
- function approximation
- search space
- cooperative
- text categorization
- learning algorithm
- heuristic search
- feature set
- multi agent
- feature selection algorithms
- model selection
- learning rate
- information gain
- mutual information
- feature subset
- branch and bound
- classification accuracy
- knn
- selected features
- reinforcement learning algorithms
- feature extraction
- high dimensionality
- data model
- pattern matching
- selection algorithm
- constraint satisfaction problems
- feature ranking
- irrelevant features
- stochastic shortest path