Time Series forecasting using moving average

KNIME Analytics Platform
1

Hello,
can anyone tell me how to use moving average for time series forecasting using date and price fields

2

Hi @BhuvaneswariS,
I have created a super simple workflow that shows the concept: Simple Moving Average Forecast – KNIME Community Hub.

Kind regards,
Alexander

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Thanks you so much @AlexanderFillbrunn I am working in knime for last 1 month only,
can you tell me check how to check accuracy also after using the moving average with last 5 years data

4

Hi,
For regression tasks there is no accuracy measure, but you can use the Numeric Scorer to score a regression model. However, be aware that moving average is a very, very simplistic model and depending on your window size only a fraction of your training data really influences the forecast.
Kind regards,
Alexander

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