If you were selecting a forecasting model based on the mean absolute deviation $($MAD$),$ which of the following MAD values represents the most accurate model?

$0\mathrm{.}4$

$0\mathrm{.}1$

$0\mathrm{.}9$

$1\mathrm{.}0$