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.
Glencoe Algebra 1, Student Edition, 9780079039897, 0079039898, 2018
18th Edition
ISBN:9780079039897
Author:Carter
Publisher:Carter
Chapter10: Statistics
Section10.5: Comparing Sets Of Data
Problem 14PPS
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