A Method for Optimal Division of Data Sets for Use in Neural Networks.
Patricia S. CrowtherRobert J. CoxPublished in: KES (4) (2005)
Keyphrases
- data sets
- neural network
- closed form
- synthetic data
- pairwise
- significant improvement
- high accuracy
- dynamic programming
- classification accuracy
- high precision
- experimental evaluation
- computational complexity
- feature set
- clustering method
- detection method
- evolutionary algorithm
- computational cost
- pattern recognition
- model selection
- support vector machine svm
- objective function
- test data
- training data
- feature extraction
- benchmark data sets
- exhaustive search
- rule extraction