On Generalization Error of Self-Organizing Map.
Fumiaki SaitohSumio WatanabePublished in: ICONIP (2) (2010)
Keyphrases
- self organizing maps
- generalization error
- cross validation
- model selection
- active learning
- upper bound
- learning algorithm
- unsupervised learning
- supervised learning
- training data
- neural network
- training set
- training error
- input data
- k means
- sample size
- fuzzy logic
- lower bound
- unbiased estimator
- data sets
- probabilistic neural network
- learning vector quantization
- som neural network
- subspace information criterion
- error rate
- training samples
- worst case
- semi supervised
- feature extraction
- image processing
- machine learning