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.

Patent No.:

US 7272587 B1

PDF
Full Text
Expired
Date of Patent:
Sep. 18, 2007

Filed:

Jan. 28, 2005
Applicant:

Krzysztof W. Przytula, Santa Monica, CA (US);

Inventor:

Krzysztof W. Przytula, Santa Monica, CA (US);

Assignee:

HRL Laboratories, LLC, Malibu, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 9/44 (2006.01); G06N 7/02 (2006.01); G06N 7/06 (2006.01);
U.S. Cl.
CPC ...
Abstract

A method, apparatus and computer program product for conversion of decision trees into probabilistic models such as Bayesian networks. Decisions trees are converted into probabilistic models without loss of information stored in the decision tree implicitly or explicitly. As a result, the probabilistic model is usable to reproduce the paths of the original tree. An inference algorithm can be used to reproduce the paths of the original tree from the probabilistic model.


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Przytula, Krzysztof. (2007). Generation of decision trees by means of a probabilistic model (U.S. Patent No. 7272587). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/7272587

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