BFRA: A New Binary Hyper-Heuristics Feature Ranks Algorithm for Feature Selection in High-Dimensional Classification Data.
Aitak ShaddeliFarhad Soleimanian GharehchopoghMohammad MasdariVahid SoloukPublished in: Int. J. Inf. Technol. Decis. Mak. (2023)
Keyphrases
- irrelevant features
- feature selection
- feature subset
- classification algorithm
- feature space
- dynamic programming
- feature set
- high dimensional
- feature selection algorithms
- dimensionality reduction
- classification accuracy
- computational complexity
- cost function
- optimization algorithm
- high dimensionality
- data points
- high dimensional data
- benchmark problems
- learning algorithm
- support vector machine
- neural network
- evolutionary algorithm
- support vector
- objective function
- training data
- text classification
- ant colony optimization
- search strategy
- knapsack problem
- optimal solution
- reinforcement learning
- hyper heuristics
- selecting relevant features