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Gene Expression Programming

Nonlinear Regression with GeneXproTools 4.3: Predicting Evaporation

This video shows how to create nonlinear regression models with GeneXproTools 4.3, focusing mainly on:

  • Data analysis and visualization;
  • Creating the baseline multilinear regression model in Excel;
  • Preparing the data for training and testing;
  • Loading the data and creating a model in GeneXproTools;
  • Generating the model code (matlab code, expression tree, and math expression);
  • Deploying and scoring a model in Excel;
  • Evaluation of the importance of model variables.

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