Correct and still wrong: The relationship between sampling strategies and the estimation of the generalization error.
Ronny HänschAndreas LeyOlaf HellwichPublished in: IGARSS (2017)
Keyphrases
- generalization error
- sampling strategies
- active learning
- cross validation
- upper bound
- sampling strategy
- learning algorithm
- training set
- model selection
- training error
- supervised learning
- unbiased estimator
- sample size
- training data
- training examples
- lower bound
- labeled data
- learning process
- interactive information retrieval
- machine learning
- semi supervised
- feature selection
- data mining