[data processing] How to use analysis algorithms on charts

vividime-Club Show all floors Published on 2024-12-6 16:40:06 |Reading mode print Previous Topic Next Topic
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Advanced Algorithm Usage in Dashboard                  
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vividime-Club Show all floors Published on 2024-12-6 16:40:14
The product supports the creation of the advanced algorithm on the edit dashboard page. After creating the advanced algorithm in the edit dashboard, the newly generated field scope is the current dashboard. All the components on the current dashboard can use the R field on this dataset, and only this dashboard can be used. To use the analytical algorithm, you need to configure Rserver first with referring to <R Installation and startup>, and <R allocation>.
1.Function declaration
Enter the production dashboard page, open the dashboard, select the components, click on the [data] data column tree on the right, click the "more" button in the data column, select [Create advanced algorithm], as shown in the figure below.
Enter a name in the pop-up "Advanced Algorithm" window, select the advanced algorithm type, select and set the data column or attribute value that the algorithm needs, or customize the R script to return a new R field (output value). Based on the advanced algorithm, the scope is the current dataset, and all dashboards using this dataset can use the R field on this dataset.
Four advanced algorithms can be quickly drawn on the chart components. Supports simple regression, K-means clustering, HoltWinters time series forecasting, as well as customize.
The resulting advanced algorithm column can be dragged directly onto the component for binding to draw the corresponding drawing result.
2.Other
For specific advanced algorithms and configuration, refer to the <Create advanced algorithm in the dataset>.

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