Feature Selection for SUNNY: A Study on the Algorithm Selection Library.
Roberto AmadiniFabio BiselliMaurizio GabbrielliTong LiuJacopo MauroPublished in: ICTAI (2015)
Keyphrases
- preprocessing
- feature selection
- cost function
- learning algorithm
- times faster
- experimental study
- simulation study
- theoretical analysis
- selection algorithm
- high accuracy
- matching algorithm
- detection algorithm
- k means
- improved algorithm
- experimental evaluation
- computational cost
- optimal solution
- optimization algorithm
- recognition algorithm
- dynamic programming
- computational complexity
- objective function
- convergence rate
- neural network
- feature selection algorithms
- selection criterion
- forward selection
- support vector classification
- classification method
- particle swarm optimization
- linear programming
- simulated annealing
- probabilistic model
- multi objective
- significant improvement
- search space
- bayesian networks
- image sequences