All-relevant feature selection using multidimensional filters with exhaustive search.
Krzysztof MnichWitold R. RudnickiPublished in: CoRR (2017)
Keyphrases
- exhaustive search
- feature selection
- dynamic programming
- brute force
- search methods
- solution space
- computational complexity
- search space
- nearest neighbor search
- feature extraction
- multi dimensional
- simulated annealing
- computationally feasible
- lower bound
- image processing
- mutual information
- multi class
- text categorization
- classification accuracy
- neural network
- machine learning
- text classification
- support vector machine
- edge detection
- particle swarm optimization
- model selection
- optimization problems
- knn
- feature subset
- information gain
- dimensionality reduction
- feature selection algorithms
- median filter
- learning algorithm
- multidimensional data
- order statistics
- nearest neighbor