Modeling deflection basin using artificial neural networks with cross-validation technique in backcalculating flexible pavement layer moduli.
Mehmet SaltanSerdal TerziPublished in: Adv. Eng. Softw. (2008)
Keyphrases
- cross validation
- using artificial neural networks
- model selection
- variable selection
- support vector
- artificial neural networks
- regularization parameter
- generalization error
- hyperparameters
- cross validated
- regression problems
- error estimates
- neural network model
- training set
- information criterion
- data mining
- face recognition
- error estimation
- unseen data
- machine learning
- edge detection
- nearest neighbor
- finite element analysis
- nearest neighbor classifiers