Application cleaning method and device, storage medium and electronic equipment

Abstract

The embodiment of the invention discloses an application cleaning method and device, a storage medium and electronic equipment. The application cleaning method comprises the steps that multi-dimensional features of an application are acquired to serve as training samples, and at least two training sets are constructed, wherein the at least two training sets have different types of multi-dimensional features; corresponding logic regression models in a logic regression model set are trained according to the training sets; the multi-dimensional features of the application are acquired to serve asprediction samples, and at least two prediction sets are obtained, wherein the prediction sets have the same type of multi-dimensional features as the corresponding training sets; the corresponding prediction probabilities are output according to the prediction sets and the trained logic regression models corresponding to the prediction sets, wherein the prediction probabilities comprise the first probability that the application can be cleaned and the second probability that the application cannot be cleaned; and whether or not the application can be cleaned is judged according to the prediction probabilities. Accordingly, the applications capable of being cleaned are cleaned, then automatic cleaning of the applications is achieved, the operation smoothness of the electronic equipment isimproved, and the power consumption is reduced.

Description

technical field [0001] The present application relates to the technical field of communications, and in particular to an application cleaning method, device, storage medium and electronic equipment. Background technique [0002] Currently, on an electronic device such as a smart phone, there are usually multiple applications running at the same time, wherein one application runs in the foreground and other applications run in the background. If the applications running in the background are not cleaned up for a long time, the available memory of the electronic device will be reduced, and the central processing unit (CPU) occupancy rate will be too high, which will cause the electronic device to slow down, freeze, and consume power Too fast and so on. Therefore, it is necessary to provide a method to solve the above problems. Contents of the invention [0003] In view of this, the embodiments of the present application provide an application cleaning method, device, stora...

AI Technical Summary

Problems solved by technology

If the applications running in the background are not cleaned up for a long time, the available memory of the electronic device will be reduced, and the central

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