On how data are partitioned in model development and evaluation: Confronting the elephant in the room to enhance model generalization.
Holger R. MaierFeifei ZhengHoshin V. GuptaJunyi ChenJuliane MaiDragan A. SavicRalf LoritzWenyan WuDanlu GuoAndrew BennettAnthony J. JakemanSaman RazaviJianshi ZhaoPublished in: Environ. Model. Softw. (2023)
Keyphrases
- input data
- data sets
- probability distribution
- high level
- probabilistic model
- computational model
- test data
- statistical analysis
- theoretical analysis
- social networks
- statistical model
- mathematical model
- theoretical framework
- parameter estimation
- management system
- prior knowledge
- similarity measure
- formal model
- measured data
- sensor data
- data processing
- software engineering
- data sources