Stability Estimation of a Sample Size for Interannual Monitoring Using Micro Satellites.
Shinya OdagawaDaisuke SeguchiToshio OkumuraPublished in: IGARSS (2019)
Keyphrases
- sample size
- model selection
- variance reduction
- small sample size
- random sampling
- upper bound
- small samples
- pac learning
- confidence intervals
- statistical power
- small sample
- statistical tests
- progressive sampling
- experimental design
- generalization error
- covariance matrix
- number of training samples
- remote sensing
- statistical hypothesis testing
- earth observation
- worst case
- random samples
- sample complexity
- vc dimension
- machine learning
- training set