Combining Multiple Learning Strategies for Effective Cross Validation.
Yiming YangTom AultThomas PiercePublished in: ICML (2000)
Keyphrases
- cross validation
- learning strategies
- combining multiple
- model selection
- hyperparameters
- support vector
- cross validated
- active learning
- online learning
- variable selection
- error estimates
- generalization error
- training set
- information criterion
- error estimation
- ls svm
- computer based instruction
- data sets
- sample size
- fusion methods
- cluster ensemble
- unseen data
- feature selection