DFSeer: A Visual Analytics Approach to Facilitate Model Selection for Demand Forecasting.
Dong SunZezheng FengYuanzhe ChenYong WangJia ZengMingxuan YuanTing-Chuen PongHuamin QuPublished in: CoRR (2020)
Keyphrases
- model selection
- visual analytics
- demand forecasting
- cross validation
- visual analysis
- interactive visualization
- historical data
- data analysis
- hyperparameters
- supply chain
- sample size
- regression model
- knowledge discovery
- feature selection
- learning analytics
- parameter estimation
- water resources
- variable selection
- machine learning
- model selection criteria
- data mining methods
- forecasting accuracy
- objective function
- data sets