Algebraic classifiers: a generic approach to fast cross-validation, online training, and parallel training.
Michael IzbickiPublished in: ICML (3) (2013)
Keyphrases
- cross validation
- online training
- training set
- support vector
- nearest neighbor classifiers
- unseen data
- model selection
- online learning
- technical support
- binary classifiers
- e learning
- hyperparameters
- human machine interaction
- generalization error
- training samples
- test set
- error estimates
- grid search
- motor imagery
- training data
- training examples
- cross validated
- teacher training
- decision trees
- classification accuracy
- rbf kernel
- data sets
- feature set
- support vector machine
- feature selection
- data mining
- meta learning
- naive bayes
- supervised learning
- active learning
- machine learning
- database