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Machine learning automatic modeling process display method and system

An automatic modeling and machine learning technology, applied in machine learning, neural learning methods, computer simulation, etc., can solve problems such as inability to browse intuitively and effectively

Pending Publication Date: 2020-12-01
THE FOURTH PARADIGM BEIJING TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0006] Exemplary embodiments of the present invention aim to overcome the defect that the above-mentioned existing machine learning automatic modeling display method cannot intuitively and effectively browse the progress of each stage

Method used

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  • Machine learning automatic modeling process display method and system
  • Machine learning automatic modeling process display method and system
  • Machine learning automatic modeling process display method and system

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Embodiment Construction

[0054] In order to enable those skilled in the art to better understand the present invention, exemplary embodiments of the present invention will be described in further detail below in conjunction with the accompanying drawings and specific implementation methods.

[0055] The present invention proposes an optimized display method and system for the automatic modeling process of machine learning, which can clearly present the progress stage of the automatic modeling process of machine learning to the user in the form of expandable and foldable process cards, and can present the progress stage of the automatic modeling process of machine learning to the user Flowcharts corresponding to the various stages. In addition, resource occupancy information and log information during the automatic modeling process of machine learning can be presented to users. In addition, dynamic progress information of the machine learning automated modeling process can be presented to the user. In...

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Abstract

The invention provides a machine learning automatic modeling process display method and system. The method comprises the following steps of dividing a machine learning automatic modeling process intoa plurality of stages; displaying a process card panel corresponding to each stage of a plurality of stages; displaying a flow chart corresponding to a plurality of stages, unfolding a process card panel corresponding to the currently running stage according to the currently running stage of machine learning automatic modeling, and keeping the process card panel corresponding to the completely running stage and the non-running stage in a folded state at the same time. The method is advantaged in that in a running process of a current running stage, the dynamic effect reflecting the running process and / or the running result of the current running stage is displayed in the expanded process card panel in real time, and the dynamic effect reflecting the running process of the current running stage is displayed in the flow chart in real time according to the running process of the current running stage.

Description

technical field [0001] The present invention generally relates to the field of machine learning automatic modeling, and more specifically relates to an optimized display method and system for machine learning automatic modeling process. Background technique [0002] Currently, in the process of machine learning automatic modeling, users can browse the running status of automatic modeling through the interface. For example, if figure 1 and figure 2 As shown, the existing RapidMiner Auto Model interface can browse the automatic modeling results displayed in the form of data and charts by switching the result tree on the left, and the existing H2O Driveless AI can browse the automatic modeling results through the interface The running status and general running results and resource usage. [0003] However, the modeling process involves many contents and stages, and the existing modeling process display methods (such as RapidMiner and H2O) do not clearly divide the automatic...

Claims

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Application Information

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IPC IPC(8): G06N20/00G06F3/0484
CPCG06N20/00G06F3/0484G06F3/04847G06N3/105G06N3/08
Inventor 娄辰徐昀
Owner THE FOURTH PARADIGM BEIJING TECH CO LTD
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