Data processing method and device

A data processing device and data processing technology, applied in the field of data processing, can solve the problems of single model, ignoring the change of model time, ignoring the high-dimensional relationship between data sets and targets, etc., to achieve enhanced accuracy and robustness, and eliminate blind spots , increase the effect of accuracy and stability

Inactive Publication Date: 2018-03-06
ZHONGAN INFORMATION TECH SERVICES CO LTD
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  • Description
  • Claims
  • Application Information

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Problems solved by technology

However, the existing data processing models have high requirements for the input data set, and the model is relatively single. Different data processing technologies have not been integrated, and the changes of the model over time and the relationship between the data set and the target are ignored. possible high-dimensional connections between

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Embodiment Construction

[0040] In the following detailed description of the preferred embodiments, reference is made to the accompanying drawings which form part of the invention. The accompanying drawings show, by way of example, embodiments in which the invention can be practiced. The connection between the units in the drawings is only for the convenience of description, which means that at least the units at both ends of the connection communicate with each other, and it is not intended to limit that the units that are not connected cannot communicate with each other. The illustrated embodiments are not intended to be exhaustive of all embodiments in accordance with the invention. It is to be understood that other embodiments may be utilized and structural or logical changes may be made without departing from the scope of the present invention. Accordingly, the following detailed description is not limiting, and the scope of the invention is defined by the appended claims.

[0041] Embodiments ...

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Abstract

The invention discloses a data processing method and device. The method includes: obtaining raw data; performing filtering processing on the raw data to obtain trend data, the trend data representing the trend of the signal of the raw data; dividing the trend data to obtain training data set; using the training data set to train multiple machine learning models, wherein each machine learning model in the multiple machine learning models is respectively used to predict the trend of the signal; and based on the trained multiple A machine learning model and the training data set are used to determine a combined predictive model. The invention can process the original data to obtain meaningful data information.

Description

technical field [0001] The invention relates to a method and a device for data processing. Background technique [0002] In the era of big data, all kinds of data are collected. There are more and more types of data, such as network social data, network reading data, stock fund transaction data and so on. Data from all walks of life is stored in the cloud. [0003] With the continuous development of Internet technology, based on these massive industry data, pushing information that users care about to users is a hot topic at present. For this, data processing needs to be performed on the current cloud data. [0004] With the continuous development of computer technology, people rely more and more on machine models for data processing. For example, a classification model is used for classification prediction. However, the existing data processing models have high requirements for the input data set, and the model is relatively single. Different data processing technologi...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62G06N99/00G06N3/04
Inventor 谢佳辰
Owner ZHONGAN INFORMATION TECH SERVICES CO LTD
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