An exact approach to ridge regression for big data.

Tonglin Zhang Baijian Yang

Published 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