On Sensitivity of Data Models w.r.t. Training Data.
Jochen MerkerWilli SchimmelPublished in: ICoMS (2023)
Keyphrases
- training data
- data model
- databases
- database systems
- training set
- relational model
- object oriented
- sensitivity analysis
- supervised learning
- query language
- data sets
- data integration
- training process
- training instances
- learning algorithm
- database integration
- decision trees
- object model
- test data
- data modeling
- domain knowledge
- database management systems
- labeled data
- test set
- database design
- classification trees
- training dataset
- training examples
- data types
- classification accuracy
- data sources
- prior knowledge
- conceptual model
- database
- noisy data
- semi supervised
- high sensitivity
- storage structures