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After selecting the required period, click the Train button to get the results.

If there is no data at the beginning of the time period selected, you will be not be able to train your data. This is because data is interpolated only up to the first gap. The existence of a gap will stop the interpolation and training at that point.

You can configure the following options at the top of the chart window:

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Expand
titleThere are events that don't exist

You will not be able to train your model if the data series contains holes due to non-existing events. In this case, the chart would try to interpolate those missing points. The interpolation takes into account the average of n previous points to allow working in real-time. When interpolation occurs, gaps are filled with purple dots to indicate that you are visualizing generated values. 

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The maximum number of consecutive missing points to be interpolated is 5. If this value is exceeded, you will not be able to train the model. An error will appear when clicking the Train button and holes will be marked in the chart with pinkish bands.

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Interpolated points

It is advisable to keep the lowest possible rate of points to be interpolated in order to get the most out of the chart. Keep in mind that interpolated points are simply a prediction generated by the chart, and are not real. 

This problem may be solved by regrouping your query using a greater grouping period.

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