System and method for processing a large data set using a...

Details System and method for processing a large data set using a... System and method for processing a large data set using a...

2005-11-08

2005-11-08

Ali, Mohammed (Department: 2167)

Data processing: database and file management or data structures

Database design

Data structure types

C707S793000

Reexamination Certificate

active

06963870

ABSTRACT:
The present invention includes a system and a method for processing large data sets that are too large to conveniently fit into a formal database application. The large data set processing system and method use a prediction model having a feature selection capability to process a fraction of the large data set and define useful predictors. The useful features are used to make predictions for the entire data set. The large data set processing system includes a useful predictor module, for defining useful predictors, and a feature-selection prediction model, for processing a portion of the data set (including the useful predictors) to obtain prediction results.

REFERENCES:
patent: 4707444 (1987-11-01), King et al.
patent: 6014661 (2000-01-01), Ahlberg et al.
patent: 6466929 (2002-10-01), Brown et al.
patent: 6675164 (2004-01-01), Kamath et al.
Cortes, C. and Pregibon, D.: “Giga-Mining”,Proceedings of KDD '98, pp. 174-178, New York, Aug. 1998.

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