Automatic selection method for machine learning in cloud computing environment

Abstract

The invention relates to an automatic selection method for machine learning in cloud computer environment. By using a cloud computing platform, a user can automatically and intelligently build a machine learning mathematic model which meets actual problems without building the operation environment of machine learning, selecting a machine to learn algorithm and even adjusting complicated machine learning functions and accompanying parameters but only using a Web method to upload sample data. Through the method, the use of machine learning is free from the environmental constraints and displays the advantages of the cloud computing platform, so that the machine learning model building is transparent to the user, so as to best reduce the use threshold of machine learning. The automatic selection method for machine learning in cloud computing environment solves the disadvantages of the unpredictability of model building selection, the manual experience of parameter adjustment, the difficulties of common users and the like when machine learning is applied in actual life.

Description

technical field [0001] The invention is a machine learning autonomous selection method based on cloud computing environment. By using the cloud computing platform, users do not need to build a machine learning operating environment, learn machine learning algorithms, or adjust complicated machine learning functions and their parameters. They only need to upload training data using the Web under the cloud computing platform. And predict the test data, and determine the scope of use, expected domain and other little information, you can get a variety of machine learning models and specific descriptions needed to solve practical problems. Background technique [0002] Machine learning is another important application following the application of expert systems and artificial intelligence, and it is also a core research topic of artificial intelligence. Its purpose is to enable computers to simulate or experiment with human learning behaviors, thereby acquiring knowledge or ski...

AI Technical Summary

Problems solved by technology

By using the cloud computing platform, the problem of inconvenient machine learning modeling is solved, and a convenient and fast method is provided to deal with real problems by combining cloud computing technology and machine learning technology.

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