Reduction of Generalization Error in Fuzzy System Modeling.
Mehmet BodurAdnan AcanAhmet ÜnverenPublished in: FUZZ-IEEE (2006)
Keyphrases
- generalization error
- cross validation
- upper bound
- active learning
- model selection
- training set
- learning algorithm
- training error
- linear classifiers
- classification error
- sample size
- training data
- sample complexity
- supervised learning
- target function
- binary classification
- generalization error bounds
- subspace information criterion
- fuzzy clustering
- fuzzy logic
- learning machines
- conditional expectation
- data mining
- perceptron learning
- data sets
- np hard
- artificial neural networks
- pairwise
- training set size