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20_​Time_​Series_​Prediction_​with_​a_​Recursive_​Loop

Recursive Loop for Time Series Predictions
Recursive Loop for Time Series PredictionsThis workflow performs a time series prediction using a recursive loop. In the workflow the first metanode generates some time series data for thesaw tooth wave to train a linear regression model. It then uses the model inside the recursive loop to predict the values for the next 30 time steps.One time step per iteration. last row only!!!remove column 0 (oldest one)get more unique column namingget more unique column namingtrain a modeldelete target column Row Filter RecursiveLoop Start Recursive Loop End Column Filter ExtractColumn Header ExtractColumn Header Linear RegressionLearner RegressionPredictor Column Filter Generate ExampleTime Series Data Line Plot Recursive Loop for Time Series PredictionsThis workflow performs a time series prediction using a recursive loop. In the workflow the first metanode generates some time series data for thesaw tooth wave to train a linear regression model. It then uses the model inside the recursive loop to predict the values for the next 30 time steps.One time step per iteration. last row only!!!remove column 0 (oldest one)get more unique column namingget more unique column namingtrain a modeldelete target column Row Filter RecursiveLoop Start Recursive Loop End Column Filter ExtractColumn Header ExtractColumn Header Linear RegressionLearner RegressionPredictor Column Filter Generate ExampleTime Series Data Line Plot

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Created by: adae
Created at: 2015-03-26
On NodePit since: 2019-07-12
Last update: 2024-04-16
Created with KNIME version: v4.0.0
Tags: recursive looptime series predictionloops

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