Fast Cross-Validation for Incremental Learning.
Pooria JoulaniAndrás GyörgyCsaba SzepesváriPublished in: CoRR (2015)
Keyphrases
- incremental learning
- cross validation
- model selection
- hyperparameters
- variable selection
- incremental learning algorithm
- support vector
- cross validated
- generalization error
- training set
- batch mode
- regression problems
- nearest neighbor classifiers
- error estimates
- semi supervised
- regularization parameter
- unseen data
- supervised learning
- information criterion
- fuzzy artmap
- artificial neural networks
- learning process
- grid search
- batch learning
- text classification
- machine learning