Overfitting Problem: a New Perspective from the Geometrical Interpretation of MLP.
Shenqiang DingCheng XiangPublished in: HIS (2003)
Keyphrases
- geometrical interpretation
- multilayer perceptron
- multi layer perceptron
- covariance matrix
- neural network
- decision trees
- layer perceptron
- back propagation
- cross validation
- artificial neural networks
- int j imaging syst technol
- neural classifier
- radial basis function network
- rbf network
- multi layered perceptron
- radial basis function
- mlp neural networks
- highest accuracy
- unseen data
- training set
- genetic algorithm