Training procedure for N-gram-based statistical content...

Details Training procedure for N-gram-based statistical content... Training procedure for N-gram-based statistical content...

2011-03-29

2011-03-29

Fleurantin, Jean B (Department: 2162)

Data processing: database and file management or data structures

Database and file access

Preparing data for information retrieval

C707S758000

Reexamination Certificate

active

07917522

ABSTRACT:
A training procedure for N-gram based statistical document classification has been disclosed. In one embodiment, a set of N-grams is selected out of a second set of N-grams, each of the N-grams having a sequence of N bytes, where N is an integer. Then a statistical content classification model is generated based on occurrences of the N-grams, if any, in a set of training documents and a set of validation documents. The statistical content classification model is provided to content filters to classify content.

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