Dataset Size and Machine Learning - Open NMR Databases as a Case Study.
Stefan KuhnRicardo Moreira BorgesFrancesco VenturiniMaurizio SansoteraPublished in: COMPSAC (2022)
Keyphrases
- databases
- machine learning
- database
- networked information systems
- knowledge discovery
- pattern recognition
- relational databases
- data mining
- learning algorithm
- text classification
- data integration
- decision trees
- case study
- machine learning methods
- data warehouse
- inductive learning
- information extraction
- benchmark datasets
- semi supervised learning
- learning tasks
- data management
- nuclear magnetic resonance
- database systems
- feature selection
- artificial intelligence
- learning problems
- memory requirements
- neural network
- training dataset
- database applications
- knowledge acquisition
- feature set
- text mining
- supervised learning
- data model
- data analysis
- computer vision