04_​Machine_​Learning

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This workflow predicts the residual of time series (energy consumption) by machine learning models that use lagged values as predictors. The residual of time series is what is left after removing the trend and first and second seasonality.

URL: The Lag Column Node https://youtu.be/pR_7pIEqW-c
URL: All you need is ... the Lag Column Node! https://www.knime.com/blog/all-you-need-is-the-lag-column-node
URL: Slides on the KNIME Website https://www.knime.com/form/material-download-registration

Nodes

• Math Formula21 ×
• Column Filter13 ×
• Integer Configuration12 ×
• Column Rename (Regex)11 ×
• Extract Table Dimension9 ×
• Show all 40 nodes

Extensions

• FeatureKNIME Base nodes
• FeatureKNIME Column Expressions (legacy)
• FeatureKNIME JavaScript Views
• FeatureKNIME Javasnippet
• FeatureKNIME Math Expression (JEP)
• Show all 7 modules

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