An Expanded Training Set Based Validation Method to Avoid Overfitting for Neural Network Classifier.
Kai WangJufeng YangGuangshun ShiQingren WangPublished in: ICNC (3) (2008)
Keyphrases
- training set
- support vector machine
- avoid overfitting
- neural network
- test data
- feature set
- data sets
- training samples
- classification accuracy
- objective function
- training data
- classification algorithm
- feature space
- computational efficiency
- support vector
- nearest neighbour
- training algorithm
- bp neural network
- svm classifier
- error rate
- training examples
- test set
- test images
- training process
- model selection
- nearest neighbor
- evolutionary algorithm