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:
Nov. 30, 2021

Filed:

Jul. 18, 2018
Applicant:

Alibaba Group Holding Limited, Grand Cayman, KY;

Inventors:

Bin Dai, Hangzhou, CN;

Shen Li, Hangzhou, CN;

Xiaoyan Jiang, Hangzhou, CN;

Xu Yang, Hangzhou, CN;

Yuan Qi, Hangzhou, CN;

Wei Chu, Hangzhou, CN;

Shaomeng Wang, Hangzhou, CN;

Zihao Fu, Hangzhou, CN;

Assignee:

Alibaba Group Holding Limited, Grand Cayman, KY;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2006.01); G06K 9/62 (2006.01); G06N 20/00 (2019.01); G06F 17/18 (2006.01);
U.S. Cl.
CPC ...
G06K 9/00067 (2013.01); G06F 17/18 (2013.01); G06K 9/623 (2013.01); G06K 9/6217 (2013.01); G06K 9/6261 (2013.01); G06K 9/6267 (2013.01); G06N 20/00 (2019.01);
Abstract

The present disclosure provides feature data processing methods and devices. One exemplary feature data processing method comprises: classifying features into an important feature set and an auxiliary feature set according to information attribute values of the features; converting features in the auxiliary feature set to hash features; and combining the hash features with features in the important feature set, and setting the combined features as fingerprint features. Training and prediction of to-be-processed data can be performed based on the fingerprint features. With the embodiments of the present disclosure, training dimensions can be more controllable and the amount training data amount can be reduced. Therefore, the efficiency of data processing can be improved.


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