Probabilistic model generation

Details Probabilistic model generation Probabilistic model generation

2006-07-18

2006-07-18

Alam, Hosain (Department: 2166)

Data processing: database and file management or data structures

Database design

Data structure types

C707S793000

Reexamination Certificate

active

07080063

ABSTRACT:
A database management system provides the capability to perform cluster analysis and provides improved performance in model building and data mining, good integration with the various databases throughout the enterprise, and flexible specification and adjustment of the models being built, but which provides data mining functionality that is accessible to users having limited data mining expertise and which provides reductions in development times and costs for data mining projects. The database management system for in-database clustering, comprises a first data table and a second data table, each data table including a plurality of rows of data, means for building a clustering model using the first data table, means for building a probabilistic model using the clustering model, and means for applying the probabilistic model using the second data table to generate apply output data.

REFERENCES:
patent: 5960435 (1999-09-01), Rathmann et al.
patent: 6263334 (2001-07-01), Fayyad et al.
patent: 6438552 (2002-08-01), Tate
patent: 6772166 (2004-08-01), Hildreth

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