Data prevalence matters when assessing species' responses using data-driven species distribution models.
Shinji FukudaBernard De BaetsPublished in: Ecol. Informatics (2016)
Keyphrases
- data driven
- data sets
- experimental data
- data collection
- accurate models
- database
- raw data
- synthetic data
- prior knowledge
- data analysis
- test data
- knowledge discovery
- data mining techniques
- end users
- predictive model
- statistical analysis
- statistical methods
- learning models
- feature selection
- probability distribution
- learned models
- historical data
- incomplete data
- data quality
- original data
- high quality
- statistical models
- computer systems
- data sources
- input data