Two regression models (Model A and Model B) were generated from the same dataset. Two models' R-squared and adjusted R-squared values on the training data are presented below. Two models' accuracy results on the validation data are also presented below. Which model would you recommend? Why?

Model A

Summary (Model A) -Training set

Multiple R-squared: 0.573, Adjusted R-squared: 0.565

Accuracy on the Validation set

ME RMSE MAE MPE MAPE

Test set 0.0275 5.92 4.07 -7.02 22.4

Model B

Summary (Model B)Training set

Multiple R-squared: 0.633, Adjusted R-squared: 0.627

Accuracy on Validation set

ME RMSE MAE MPE MAPE

Test set 0.342 6.68 4.45 -8.97 25.1