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:
Aug. 23, 2022

Filed:

Aug. 27, 2018
Applicant:

Guangdong Oppo Mobile Telecommunications Corp., Ltd., Guangdong, CN;

Inventor:

Yuanqing Zeng, Guangdong, CN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/28 (2019.01); G06F 9/445 (2018.01); G06N 20/20 (2019.01); G06F 1/3246 (2019.01); G06F 9/50 (2006.01); G06N 5/00 (2006.01); G06N 5/04 (2006.01);
U.S. Cl.
CPC ...
G06F 9/44594 (2013.01); G06F 1/3246 (2013.01); G06F 9/5022 (2013.01); G06F 16/285 (2019.01); G06N 5/003 (2013.01); G06N 5/04 (2013.01); G06N 20/20 (2019.01);
Abstract

Disclosed is an application cleaning method and device, a storage medium and an electronic device. In the embodiments of the present disclosure, the method involves: collecting multi-dimensional features of an application as samples, and constructing a sample set of the application; according to information gain ratios of the features with regard to sample classification, carrying out sample classification on the sample set so as to construct a decision tree model of the application; according to a prediction time, collecting corresponding multi-dimensional features of the application as prediction samples; and according to the prediction samples and the decision tree model, predicting whether the application can be cleaned.


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