Data augmentation with automated machine learning: approaches and performance comparison with classical data augmentation methods.
Alhassan MumuniFuseini MumuniPublished in: CoRR (2024)
Keyphrases
- data sets
- original data
- data collection
- database
- machine learning approaches
- data structure
- data analysis
- synthetic data
- data points
- statistical analysis
- computer systems
- neural network
- data mining methods
- high dimensional data
- input data
- data mining techniques
- end users
- prior knowledge
- high quality
- metadata
- decision trees
- knowledge discovery
- significant improvement
- data mining algorithms
- experimental data
- learning algorithm
- data objects
- complex data
- historical data