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00 Data Generation

00 Data Generation
2. Generate multiple training sets 1. Calculate dependency columns 3. Generate multiple test sets with a drift Visualization Read adult.csvUS and othersas listgenerated(5 years)shifted(5 years)generatedoriginalgenerated (drift) CSV Reader Table Writer Missing Value Rule Engine Dependency Columns Column Filter Table Rowto Variable GroupBy Shuffle Shuffle Resample 10%from oldest 90% Column Appender Column Appender Table Writer Synthetic DataGenerator (Numeric) Synthetic DataGenerator (Numeric) Variable Loop End Counting Loop Start RecursiveLoop Start Recursive Loop End Add column fordays of the year Create file name Add column fordays of the year Create file name Histogram Histogram Histogram 2. Generate multiple training sets 1. Calculate dependency columns 3. Generate multiple test sets with a drift Visualization Read adult.csvUS and othersas listgenerated(5 years)shifted(5 years)generatedoriginalgenerated (drift)CSV Reader Table Writer Missing Value Rule Engine Dependency Columns Column Filter Table Rowto Variable GroupBy Shuffle Shuffle Resample 10%from oldest 90% Column Appender Column Appender Table Writer Synthetic DataGenerator (Numeric) Synthetic DataGenerator (Numeric) Variable Loop End Counting Loop Start RecursiveLoop Start Recursive Loop End Add column fordays of the year Create file name Add column fordays of the year Create file name Histogram Histogram Histogram

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Created by: maarit.widmann
Created at: 2021-10-14
On NodePit since: 2022-04-12
Last update: 2024-04-27
Created with KNIME version: v4.5.2
Tags: data driftsynthetic datadata generationmodel monitoring

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