An exact approach to ridge regression for big data.
Tonglin ZhangBaijian YangPublished in: Comput. Stat. (2017)
Keyphrases
- big data
- ridge regression
- linear regression
- data management
- data analysis
- ordinary least squares
- regression methods
- big data analytics
- data processing
- cloud computing
- social media
- support vector machine
- ls svm
- knowledge discovery
- business intelligence
- data warehousing
- database
- database management systems
- data science
- least squares
- data sets
- correlation coefficient
- parameter selection
- regression method
- knowledge management
- machine learning