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Consider the following table of the derivations for the MSE, MSA, and MAPE In the validation set. Based on the results, which model is preferred and why? Linear Exponential 120.43 10.82 2.45 MSE 144.64 MAD 11.06 MAPE 10.4 Multiple Choice Neither, because an adjusted R2 is needed for determination. R² Exponential, because the MSE, MAD, and MAPE are consistently lower. Linear, because the MSE, MAD, and MAPE are consistently higher. Both Linear and Exponential are preferred models because the results are positive.

Consider the following table of the derivations for the MSE, MSA, and MAPE In the validation set. Based on the results, which model is preferred and why? Linear Exponential 120.43 10.82 2.45 MSE 144.64 MAD 11.06 MAPE 10.4 Multiple Choice Neither, because an adjusted R2 is needed for determination. R² Exponential, because the MSE, MAD, and MAPE are consistently lower. Linear, because the MSE, MAD, and MAPE are consistently higher. Both Linear and Exponential are preferred models because the results are positive.

MATLAB: An Introduction with Applications
MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
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Consider the following table of the derivations for the MSE, MSA, and MAPE In the validation set. Based on the results, which model is preferred and why? Linear Exponential 120.43 10.82 2.45 MSE 144.64 MAD 11.06 MAPE 10.4 Multiple Choice O Neither, because an adjusted R² is needed for determination. Exponential, because the MSE, MAD, and MAPE are consistently lower. Linear, because the MSE, MAD, and MAPE are consistently higher. Both Linear and Exponential are preferred models because the results are positive.
Transcribed Image Text:Consider the following table of the derivations for the MSE, MSA, and MAPE In the validation set. Based on the results, which model is preferred and why? Linear Exponential 120.43 10.82 2.45 MSE 144.64 MAD 11.06 MAPE 10.4 Multiple Choice O Neither, because an adjusted R² is needed for determination. Exponential, because the MSE, MAD, and MAPE are consistently lower. Linear, because the MSE, MAD, and MAPE are consistently higher. Both Linear and Exponential are preferred models because the results are positive.
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