The Effect of Training Sample Size on Performance of Mass Detection.
Michiel KallenbergNico KarssemeijerPublished in: Digital Mammography / IWDM (2008)
Keyphrases
- sample size
- number of training samples
- model selection
- small sample
- random sampling
- upper bound
- pac learning
- covariance matrix
- small sample size
- statistical hypothesis testing
- generalization error
- progressive sampling
- random sample
- worst case
- training set
- experimental design
- statistical tests
- random samples
- variance reduction
- supervised learning
- machine learning
- sample complexity
- training examples
- high dimensional
- small samples
- training data