Exploiting Synthetic Data for Data Imbalance Problems: Baselines from a Data Perspective.
Moon Ye-BinNam Hyeon-WooWonseok ChoiNayeong KimSuha KwakTae-Hyun OhPublished in: CoRR (2023)
Keyphrases
- synthetic data
- data sets
- data processing
- image data
- data acquisition
- application domains
- data collection
- database
- high quality
- training data
- data analysis
- historical data
- raw data
- data sources
- end users
- data mining algorithms
- machine learning
- small number
- knowledge discovery
- optimization problems
- decision trees
- clustering algorithm
- high dimensional data
- xml documents
- missing data
- attribute values
- spatial data
- real world
- neural network
- real life
- original data
- relational databases