How can I change/set the units of measurement?

Click on “Unit/Scale” at the top, located to the right of the print function, and select the desired units of measurement and scale.

Then click the Options symbol in the top right corner and choose Interactive dimensions.
Open the Measured value tab, check the box Use this unit of measurement, and select the same unit.

Now draw a wall and the interactive dimensions should display correctly.