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Time Series Forecast with MLP with exogeneous Variable

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Hello KNIME,

I want to use MLP with exogenous variables to do a forecast.

How I can use the MultiLayerPerceptron Predictor in my Case? I did not find how to add exogenous parameter for MultiLayerPerceptron Predictor node

My Case:

I have three variables Time t; Data y and one exogenous varible x.

For the time 1  to t I have data f(1) to f(t) which are influenced by the exogenous variables.

For the future time from t+1 to t+n I have the exogenous variable, so I want to predict the data value from f(t+1) to f(t+n).

The excel data is in the attachment.

A German Lituary describes Time Series Forcast with MLP-Networks with exogenous varibles.

http://www2.inf.uos.de/papers_html/um_5_96/start.html

Thank you very much!

 

 

 

 

 


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