Hypothesis comparison guided cross validation for unsupervised signer adaptation.
Yu ZhouXiaokang YangWeiyao LinYi XuLong XuPublished in: ICME (2011)
Keyphrases
- cross validation
- model selection
- support vector
- regression problems
- variable selection
- regularization parameter
- generalization error
- cross validated
- unseen data
- information criterion
- hyperparameters
- training set
- unsupervised learning
- ls svm
- data sets
- feature extraction
- nearest neighbor classifiers
- error estimates
- error estimation
- binary classifiers
- semi supervised
- machine learning
- neural network