Generalization Error of Faulty MLPs with Weight Decay Regularizer.
Chi-Sing LeungJohn SumShue Kwan MakPublished in: ICONIP (2) (2010)
Keyphrases
- generalization error
- multilayer perceptron
- model selection
- cross validation
- upper bound
- active learning
- learning algorithm
- semi supervised
- sample complexity
- binary classification
- training set
- classification error
- training error
- linear classifiers
- training data
- sample size
- generalization error bounds
- multi layer perceptron
- supervised learning
- multi task learning
- target function
- fault diagnosis
- data sets
- learning machines
- training set size
- conditional expectation
- training and test sets
- subspace information criterion
- multi class
- feature selection
- semi supervised learning
- fuzzy logic