There are several solutions to this symptom.
The easiest and most effective workaround is to set the Series Width value from the "Chart Info..." dialog under the Edit menu to 100. This will make the the bars volume fill 100% of the base. This makes the space between the bar and the axis 0 so there will be no error in perspective.
You can also use the "3D Option..." dialog under the Chart menu to change the vertical perspective to 0 (or close to it). This will have the affect of viewing the chart head-on so the perspective error will be reduced.