3. Time_​Series_​flowvars

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Time Series Analysis with Machine Learning

This workflow shows an example of time series analysis using the pre-packaged metanodes Time Series Auto-Prediction Training and Time Series Auto-Prediction Predictor.

After reading the time series of the number of visitor to a web site, we want to predict today's number of visitory given the number of visitors in the past N=5 days.

Here we use the Linear Regression, but any other numerical prediction algorithm would have worked as well.

Nodes

• Column Filter14 ×
• Column Rename (Regex)9 ×
• Column Selection Configuration7 ×
• Joiner7 ×
• Math Formula7 ×
• Show all 39 nodes

Extensions

• FeatureKNIME Base nodes
• FeatureKNIME Column Expressions (Labs)
• FeatureKNIME JavaScript Views
• FeatureKNIME JavaScript Views (Labs)
• FeatureKNIME Javasnippet
• Show all 9 modules

Links

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