Influence of positional accuracy, sample size and scale on modelling species distributions: a review.
Vítezslav MoudrýPetra SímováPublished in: Int. J. Geogr. Inf. Sci. (2012)
Keyphrases
- sample size
- progressive sampling
- statistical power
- confidence intervals
- small samples
- model selection
- small sample size
- small sample
- random samples
- number of training samples
- upper bound
- covariance matrix
- random sampling
- hypothesis tests
- variance reduction
- pac learning
- highly accurate
- generalization error
- worst case
- feature extraction
- data mining
- experimental design
- statistical hypothesis testing
- machine learning
- statistical tests
- learning algorithm
- feature selection
- active learning
- probability distribution
- cross validation
- statistically significant
- vc dimension