Design of a Neural Network for the Classification of Patterns into K Classes Using a Linear Programming-Based Method.
José Luis Martínez FloresFrancisco R. Ángel-Bello AcostaNeale R. SmithPublished in: CONIELECOMP (2005)
Keyphrases
- linear programming
- classification method
- neural network
- decision rules
- support vector machine svm
- preprocessing
- feature set
- decision trees
- training samples
- accuracy rate
- dynamic programming
- classification accuracy
- cross validation
- pattern classification
- training patterns
- clustering method
- nearest neighbour
- unsupervised learning
- image classification
- support vector machine
- similarity measure
- feature extraction
- genetic algorithm
- class labels
- feature vectors
- classification algorithm
- training set
- machine learning methods
- computational complexity
- benchmark data sets
- classification process
- quadratic programming