The Feature Selection Problem: Traditional Methods and a New Algorithm.
Kenji KiraLarry A. RendellPublished in: AAAI (1992)
Keyphrases
- computational cost
- significant improvement
- preprocessing
- synthetic and real images
- cost function
- simulated and real data
- learning algorithm
- recently published
- k means
- times faster
- theoretical guarantees
- synthetic and real datasets
- experimental evaluation
- benchmark data sets
- synthetic datasets
- classification method
- optimization algorithm
- dynamic programming
- computational complexity
- data sets
- particle swarm optimization
- feature subset
- selection algorithm
- reconstruction method
- computationally demanding
- exhaustive search
- parameter settings
- linear programming
- simulated annealing
- image features
- probabilistic model
- np hard
- machine learning