The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Sep. 20, 2011

Filed:

Jul. 14, 2009
Applicant:

Aleksander Kolcz, Fairfax, VA (US);

Inventor:

Aleksander Kolcz, Fairfax, VA (US);

Assignee:

AOL Inc., Dulles, VA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 15/16 (2006.01); G06F 15/18 (2006.01);
U.S. Cl.
CPC ...
Abstract

In one aspect, a data item is input into a scoring classifier such that the scoring classifier indicates that the data item belongs to a first class. A determination is made as to the amount of retraining of the scoring classifier, based on the data item, that is required to cause the scoring classifier to indicate that the data item belongs to a second class. A reliability measure is determined based on the required amount of retraining and a class of the data item is determined based, at least in part, on the reliability measure.


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