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:
Jul. 30, 2019

Filed:

Nov. 24, 2015
Applicant:

Amazon Technologies, Inc., Seattle, WA (US);

Inventors:

Tianming Zheng, Seattle, WA (US);

Nicolle M. Correa, Seattle, WA (US);

Leo Parker Dirac, Seattle, WA (US);

James Joseph Jesensky, Issaquah, WA (US);

Robert Matthias Steele, Seattle, WA (US);

Assignee:

Amazon Technologies, Inc., Seattle, WA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/00 (2019.01); G06F 16/13 (2019.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 16/137 (2019.01); G06N 20/00 (2019.01);
Abstract

A request to split a data set comprising observation records located in a group of storage objects is received. With respect to a particular observation record, a token is generated based on an identifier of the record's storage object and a key value of the record. A numeric value is calculated using the token, and the observation record is assigned to a split subset using the numeric value. An indication of the assignment is provided to a destination associated with the split subset.


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Zheng, Tianming. (2019). Consistent randomized record-level splitting of machine learning data (U.S. Patent No. 10366053). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/10366053

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