Implementing Efficient and Scalable In-Database Linear Regression in SQL.
Patrick GiesserGabriel StechschulteAnna da Costa VazMichael KaufmannPublished in: IEEE BigData (2021)
Keyphrases
- linear regression
- database
- databases
- least squares
- relational databases
- query language
- database queries
- database language
- regression methods
- regression problems
- linear models
- ridge regression
- database management
- database applications
- database management systems
- db universal database
- relational dbms
- linear regression model
- locally weighted
- regression trees
- database schema
- model selection
- sql queries
- database objects
- relational database systems
- genetic programming
- ibm db
- data model
- database systems