Energy cost and machine learning accuracy impact of k-anonymisation and synthetic data techniques.
Pepijn de ReusAna OprescuKoen van ElsenPublished in: CoRR (2023)
Keyphrases
- synthetic data
- machine learning
- data sets
- real world
- machine learning methods
- high accuracy
- decision trees
- real image data
- machine learning algorithms
- data analysis
- computational cost
- mri data
- computational efficiency
- energy consumption
- knowledge acquisition
- natural language processing
- text mining
- learning algorithm
- knowledge representation
- classification accuracy
- database
- support vector machine
- information extraction
- computer vision
- knowledge discovery
- artificial intelligence
- prediction accuracy
- experimental study
- data mining
- synthetic datasets
- computer science