SQL-based Naïve Bayes model building and scoring

Details SQL-based Naïve Bayes model building and scoring SQL-based Naïve Bayes model building and scoring

2006-05-23

2006-05-23

Mizrahi, Diane (Department: 2165)

Data processing: database and file management or data structures

Database design

Data structure types

Reexamination Certificate

active

07051037

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.

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