LakeBench: A Benchmark for Discovering Joinable and Unionable Tables in Data Lakes.
Yuhao DengChengliang ChaiLei CaoQin YuanSiyuan ChenYanrui YuZhaoze SunJunyi WangJiajun LiZiqi CaoKaisen JinChi ZhangYuqing JiangYuanfang ZhangYuping WangYe YuanGuoren WangNan TangPublished in: Proc. VLDB Endow. (2024)
Keyphrases
- data sets
- synthetic data
- database
- raw data
- data collection
- data analysis
- complex data
- original data
- training data
- data points
- information systems
- experimental data
- high quality
- high dimensional data
- neural network
- noisy data
- machine learning
- data mining algorithms
- sensor data
- data sources
- data processing
- input data
- image data
- knowledge discovery
- probability distribution