SQL-based Naïve Bayes model building and scoring
US7051037B1 · kind B1 · utility
Assignee
Inventors
Key dates
| Filing date | May 29, 2002 |
| Grant date | May 23, 2006 |
| Priority date | — |
| Expiry date | Sep 15, 2023 |
Classification
- Technology area (CPC Y)Emerging Cross-Sectional Technologies
- CPC primaryY10S707/99943
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
The present invention provides an efficient method and system of data mining using SQL queries for model building and scoring. The invention provides a database management system having a database containing data, a database engine operatively connected to process the data, a SQL server operatively connected to the database and a data mining tool, whereby the data mining tool is based on a Naïve Bayes model. The SQL server uses the data and the Naïve Bayes model to develop the data mining tool. The data mining tool is located is located in the database management system. The data mining tool has a model building system based on at least one SQL query and training data, and a scoring system based on SQL queries.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.