prerequisite for the variables for the ANN model

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As in statistics, if we apply regression, we conduct correlations or sensetivity analysis or distribution of data etc.
are there any prerequisites or tests before applying the ANN model. should we include all the explanator variables in the ANN model or any criteria for selection of variables for the model?
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Hassam Jadoon
Hassam Jadoon on 9 Dec 2022
Is there any chance of multicollinearity if all the variables are used which high pearson correlation?

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