Generalization Error and Dynamical Effects in a Two-Dimensional Patches Detector.
I. KocherRémi MonassonPublished in: Int. J. Neural Syst. (1991)
Keyphrases
- data mining
- generalization error
- upper bound
- active learning
- cross validation
- learning algorithm
- model selection
- training set
- training data
- binary classification
- classification error
- training error
- linear classifiers
- sample complexity
- generalization error bounds
- target function
- sample size
- subspace information criterion
- supervised learning
- machine learning
- perceptron learning
- random sampling
- real valued
- data sets
- error rate
- theoretical analysis
- natural images
- training set size
- neural network