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the model of choice. Root Mean Squared Error (RMSE): In terms of RMSE, the “tree” model also has the lowest value. If minimizing root mean squared error is important, this model is a strong candidate. R-squared (Rsquared): The “Random Forest” model has the highest Rsquared, indicating that it