Forecast evaluation for data scientists: common pitfalls and best practices.
Hansika HewamalageKlaus AckermannChristoph BergmeirPublished in: Data Min. Knowl. Discov. (2023)
Keyphrases
- data analysis
- raw data
- synthetic data
- data processing
- training data
- prior knowledge
- data sources
- data collection
- high energy physics
- historical data
- data acquisition
- data distribution
- spatial data
- high dimensional data
- statistical analysis
- database
- image data
- data points
- data structure
- databases
- computer systems
- high dimensional
- microarray
- case study
- statistical methods
- website
- complex data
- artificial intelligence