Automatic modeling method and device based on artificial intelligence
A technology of artificial intelligence and modeling methods, applied in computational models, character and pattern recognition, unstructured text data retrieval, etc. Achieve the effect of lowering the modeling threshold
Pending Publication Date: 2020-12-18
厦门渊亭信息科技有限公司
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However, because the relevant steps exceed the ability of non-experts, the threshold for machine learning modeling is high, which is not conducive to the promotion and popularization of machine learning modeling
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[0040] The present disclosure will be further described in detail below with reference to the drawings and embodiments. It can be understood that the specific implementation manners described here are only used to explain relevant content, rather than to limit the present disclosure. It should also be noted that, for ease of description, only parts related to the present disclosure are shown in the drawings.
[0041] It should be noted that, in the case of no conflict, the implementation modes and the features in the implementation modes in the present disclosure can be combined with each other. The present disclosure will be described in detail below with reference to the drawings and embodiments.
[0042] The executive body can be adjusted according to specific cases, such as servers, electronic equipment, computers, etc.
[0043] see figure 1 , an artificial intelligence-based automated modeling approach, including:
[0044] Step 101, generating a model training scheme ...
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In order to solve the problem that an existing machine learning modeling threshold is high, the invention provides an automatic modeling method and device based on artificial intelligence to reduce the threshold of machine learning modeling. The automatic modeling method based on artificial intelligence comprises the steps: generating a model training scheme selection page, wherein each selectablemodel training scheme in the model training scheme selection page is associated with an algorithm model suitable for the model training scheme; obtaining a target model training scheme selected by auser from the model training scheme selection page; obtaining a training sample; and training the algorithm model associated with the target model training scheme according to the training sample to generate a target model required by the user. By implementing the automatic modeling method based on artificial intelligence or using the automatic modeling device based on artificial intelligence formodeling, the threshold of machine learning modeling can be reduced.
Description
technical field [0001] The present disclosure relates to the field of modeling, and in particular to an artificial intelligence-based automatic modeling method and device. Background technique [0002] In a typical machine learning application, practitioners must perform algorithm selection and hyperparameter optimization to maximize the predictive performance of the machine learning model. However, because the relevant steps exceed the ability of non-experts, the threshold for machine learning modeling is high, which is not conducive to the promotion and popularization of machine learning modeling. Contents of the invention [0003] In order to solve at least one of the above technical problems, the present disclosure provides an automatic modeling method and device based on artificial intelligence, which lowers the threshold of machine learning modeling. [0004] In the first aspect of the present disclosure, an automatic modeling method based on artificial intelligence...
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IPC IPC(8): G06N20/00G06K9/62G06F16/35
CPCG06N20/00G06F16/355G06F18/24G06F18/214
Inventor 洪万福钱智毅余松福
Owner 厦门渊亭信息科技有限公司