Hmm State Clustering Based on Efficient Cross-Validation.
Takahiro ShinozakiPublished in: ICASSP (1) (2006)
Keyphrases
- cross validation
- model selection
- hyperparameters
- support vector
- variable selection
- error estimates
- cross validated
- unseen data
- regularization parameter
- hidden markov models
- regression problems
- leave one out cross validation
- nearest neighbor classifiers
- generalization error
- image restoration
- incremental learning
- error estimation
- information criterion
- neural network
- grid search
- machine learning
- learning algorithm
- training set
- prior knowledge
- multi class
- sample size